Overview
Brought to you by YData
Dataset statistics
| Number of variables | 80 |
|---|---|
| Number of observations | 1460 |
| Missing cells | 348 |
| Missing cells (%) | 0.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 923.9 KiB |
| Average record size in memory | 648.0 B |
Variable types
| Categorical | 53 |
|---|---|
| Numeric | 26 |
| Boolean | 1 |
MSZoning is highly imbalanced (56.9%) | Imbalance |
Street is highly imbalanced (96.2%) | Imbalance |
Alley is highly imbalanced (74.9%) | Imbalance |
LandContour is highly imbalanced (68.3%) | Imbalance |
Utilities is highly imbalanced (99.2%) | Imbalance |
LandSlope is highly imbalanced (78.8%) | Imbalance |
Condition1 is highly imbalanced (71.7%) | Imbalance |
Condition2 is highly imbalanced (96.4%) | Imbalance |
BldgType is highly imbalanced (59.4%) | Imbalance |
RoofStyle is highly imbalanced (65.1%) | Imbalance |
RoofMatl is highly imbalanced (94.4%) | Imbalance |
ExterCond is highly imbalanced (72.8%) | Imbalance |
BsmtCond is highly imbalanced (72.4%) | Imbalance |
BsmtFinType2 is highly imbalanced (67.0%) | Imbalance |
Heating is highly imbalanced (92.7%) | Imbalance |
CentralAir is highly imbalanced (65.3%) | Imbalance |
Electrical is highly imbalanced (80.2%) | Imbalance |
BsmtHalfBath is highly imbalanced (79.7%) | Imbalance |
KitchenAbvGr is highly imbalanced (85.7%) | Imbalance |
Functional is highly imbalanced (81.9%) | Imbalance |
GarageQual is highly imbalanced (75.5%) | Imbalance |
GarageCond is highly imbalanced (77.5%) | Imbalance |
PavedDrive is highly imbalanced (69.9%) | Imbalance |
PoolQC is highly imbalanced (97.4%) | Imbalance |
Fence is highly imbalanced (56.5%) | Imbalance |
MiscFeature is highly imbalanced (89.2%) | Imbalance |
SaleType is highly imbalanced (75.3%) | Imbalance |
SaleCondition is highly imbalanced (62.5%) | Imbalance |
LotFrontage has 259 (17.7%) missing values | Missing |
GarageYrBlt has 81 (5.5%) missing values | Missing |
MiscVal is highly skewed (γ1 = 24.47679419) | Skewed |
MasVnrArea has 861 (59.0%) zeros | Zeros |
BsmtFinSF1 has 467 (32.0%) zeros | Zeros |
BsmtFinSF2 has 1293 (88.6%) zeros | Zeros |
BsmtUnfSF has 118 (8.1%) zeros | Zeros |
TotalBsmtSF has 37 (2.5%) zeros | Zeros |
2ndFlrSF has 829 (56.8%) zeros | Zeros |
LowQualFinSF has 1434 (98.2%) zeros | Zeros |
GarageArea has 81 (5.5%) zeros | Zeros |
WoodDeckSF has 761 (52.1%) zeros | Zeros |
OpenPorchSF has 656 (44.9%) zeros | Zeros |
EnclosedPorch has 1252 (85.8%) zeros | Zeros |
3SsnPorch has 1436 (98.4%) zeros | Zeros |
ScreenPorch has 1344 (92.1%) zeros | Zeros |
PoolArea has 1453 (99.5%) zeros | Zeros |
MiscVal has 1408 (96.4%) zeros | Zeros |
Reproduction
| Analysis started | 2025-01-27 17:26:49.383473 |
|---|---|
| Analysis finished | 2025-01-27 17:26:56.021510 |
| Duration | 6.64 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
MSSubClass
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| 1-STORY 1946 & NEWER ALL STYLES | |
|---|---|
| 2-STORY 1946 & NEWER | |
| 1-1/2 STORY FINISHED ALL AGES | |
| 1-STORY PUD (Planned Unit Development) - 1946 & NEWER | |
| 1-STORY 1945 & OLDER | |
| Other values (10) |
Length
| Max length | 53 |
|---|---|
| Median length | 41 |
| Mean length | 28.017123 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2-STORY 1946 & NEWER |
|---|---|
| 2nd row | 1-STORY 1946 & NEWER ALL STYLES |
| 3rd row | 2-STORY 1946 & NEWER |
| 4th row | 2-STORY 1945 & OLDER |
| 5th row | 2-STORY 1946 & NEWER |
Common Values
| Value | Count | Frequency (%) |
| 1-STORY 1946 & NEWER ALL STYLES | 536 | |
| 2-STORY 1946 & NEWER | 299 | |
| 1-1/2 STORY FINISHED ALL AGES | 144 | 9.9% |
| 1-STORY PUD (Planned Unit Development) - 1946 & NEWER | 87 | 6.0% |
| 1-STORY 1945 & OLDER | 69 | 4.7% |
| 2-STORY PUD - 1946 & NEWER | 63 | 4.3% |
| 2-STORY 1945 & OLDER | 60 | 4.1% |
| SPLIT OR MULTI-LEVEL | 58 | 4.0% |
| DUPLEX - ALL STYLES AND AGES | 52 | 3.6% |
| 2 FAMILY CONVERSION - ALL STYLES AND AGES | 30 | 2.1% |
| Other values (5) | 62 | 4.2% |
Length
| Value | Count | Frequency (%) |
| 1378 | ||
| newer | 985 | |
| 1946 | 985 | |
| all | 794 | |
| 1-story | 696 | |
| styles | 618 | |
| 2-story | 422 | 5.4% |
| ages | 258 | 3.3% |
| story | 172 | 2.2% |
| pud | 160 | 2.1% |
| Other values (23) | 1333 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6341 | ||
| E | 3393 | 8.3% |
| S | 3062 | 7.5% |
| L | 2729 | 6.7% |
| R | 2522 | 6.2% |
| 1 | 2138 | 5.2% |
| T | 2072 | 5.1% |
| Y | 1968 | 4.8% |
| - | 1612 | 3.9% |
| O | 1567 | 3.8% |
| Other values (34) | 13501 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40905 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6341 | ||
| E | 3393 | 8.3% |
| S | 3062 | 7.5% |
| L | 2729 | 6.7% |
| R | 2522 | 6.2% |
| 1 | 2138 | 5.2% |
| T | 2072 | 5.1% |
| Y | 1968 | 4.8% |
| - | 1612 | 3.9% |
| O | 1567 | 3.8% |
| Other values (34) | 13501 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40905 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6341 | ||
| E | 3393 | 8.3% |
| S | 3062 | 7.5% |
| L | 2729 | 6.7% |
| R | 2522 | 6.2% |
| 1 | 2138 | 5.2% |
| T | 2072 | 5.1% |
| Y | 1968 | 4.8% |
| - | 1612 | 3.9% |
| O | 1567 | 3.8% |
| Other values (34) | 13501 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40905 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6341 | ||
| E | 3393 | 8.3% |
| S | 3062 | 7.5% |
| L | 2729 | 6.7% |
| R | 2522 | 6.2% |
| 1 | 2138 | 5.2% |
| T | 2072 | 5.1% |
| Y | 1968 | 4.8% |
| - | 1612 | 3.9% |
| O | 1567 | 3.8% |
| Other values (34) | 13501 |
MSZoning
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Residential Low Density | |
|---|---|
| Residential Medium Density | |
| Floating Village Residential | 65 |
| Residential High Density | 16 |
| C (all) | 10 |
Length
| Max length | 28 |
|---|---|
| Median length | 23 |
| Mean length | 23.571918 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Residential Low Density |
|---|---|
| 2nd row | Residential Low Density |
| 3rd row | Residential Low Density |
| 4th row | Residential Low Density |
| 5th row | Residential Low Density |
Common Values
| Value | Count | Frequency (%) |
| Residential Low Density | 1151 | |
| Residential Medium Density | 218 | 14.9% |
| Floating Village Residential | 65 | 4.5% |
| Residential High Density | 16 | 1.1% |
| C (all) | 10 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| residential | 1450 | |
| density | 1385 | |
| low | 1151 | |
| medium | 218 | 5.0% |
| floating | 65 | 1.5% |
| village | 65 | 1.5% |
| high | 16 | 0.4% |
| c | 10 | 0.2% |
| all | 10 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 4649 | |
| e | 4568 | |
| 2910 | 8.5% | |
| n | 2900 | 8.4% |
| t | 2900 | 8.4% |
| s | 2835 | 8.2% |
| d | 1668 | 4.8% |
| l | 1665 | 4.8% |
| a | 1590 | 4.6% |
| R | 1450 | 4.2% |
| Other values (16) | 7280 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 34415 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 4649 | |
| e | 4568 | |
| 2910 | 8.5% | |
| n | 2900 | 8.4% |
| t | 2900 | 8.4% |
| s | 2835 | 8.2% |
| d | 1668 | 4.8% |
| l | 1665 | 4.8% |
| a | 1590 | 4.6% |
| R | 1450 | 4.2% |
| Other values (16) | 7280 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 34415 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 4649 | |
| e | 4568 | |
| 2910 | 8.5% | |
| n | 2900 | 8.4% |
| t | 2900 | 8.4% |
| s | 2835 | 8.2% |
| d | 1668 | 4.8% |
| l | 1665 | 4.8% |
| a | 1590 | 4.6% |
| R | 1450 | 4.2% |
| Other values (16) | 7280 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 34415 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 4649 | |
| e | 4568 | |
| 2910 | 8.5% | |
| n | 2900 | 8.4% |
| t | 2900 | 8.4% |
| s | 2835 | 8.2% |
| d | 1668 | 4.8% |
| l | 1665 | 4.8% |
| a | 1590 | 4.6% |
| R | 1450 | 4.2% |
| Other values (16) | 7280 |
LotFrontage
Real number (ℝ)
Missing 
| Distinct | 110 |
|---|---|
| Distinct (%) | 9.2% |
| Missing | 259 |
| Missing (%) | 17.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 70.049958 |
| Minimum | 21 |
|---|---|
| Maximum | 313 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 21 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 59 |
| median | 69 |
| Q3 | 80 |
| 95-th percentile | 107 |
| Maximum | 313 |
| Range | 292 |
| Interquartile range (IQR) | 21 |
Descriptive statistics
| Standard deviation | 24.284752 |
|---|---|
| Coefficient of variation (CV) | 0.3466776 |
| Kurtosis | 17.452867 |
| Mean | 70.049958 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 2.1635691 |
| Sum | 84130 |
| Variance | 589.74917 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 60 | 143 | 9.8% |
| 70 | 70 | 4.8% |
| 80 | 69 | 4.7% |
| 50 | 57 | 3.9% |
| 75 | 53 | 3.6% |
| 65 | 44 | 3.0% |
| 85 | 40 | 2.7% |
| 78 | 25 | 1.7% |
| 90 | 23 | 1.6% |
| 21 | 23 | 1.6% |
| Other values (100) | 654 | |
| (Missing) | 259 | 17.7% |
| Value | Count | Frequency (%) |
| 21 | 23 | |
| 24 | 19 | |
| 30 | 6 | 0.4% |
| 32 | 5 | 0.3% |
| 33 | 1 | 0.1% |
| 34 | 10 | |
| 35 | 9 | 0.6% |
| 36 | 6 | 0.4% |
| 37 | 5 | 0.3% |
| 38 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 313 | 2 | |
| 182 | 1 | |
| 174 | 2 | |
| 168 | 1 | |
| 160 | 1 | |
| 153 | 1 | |
| 152 | 1 | |
| 150 | 1 | |
| 149 | 1 | |
| 144 | 1 |
LotArea
Real number (ℝ)
| Distinct | 1073 |
|---|---|
| Distinct (%) | 73.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10516.828 |
| Minimum | 1300 |
|---|---|
| Maximum | 215245 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 1300 |
|---|---|
| 5-th percentile | 3311.7 |
| Q1 | 7553.5 |
| median | 9478.5 |
| Q3 | 11601.5 |
| 95-th percentile | 17401.15 |
| Maximum | 215245 |
| Range | 213945 |
| Interquartile range (IQR) | 4048 |
Descriptive statistics
| Standard deviation | 9981.2649 |
|---|---|
| Coefficient of variation (CV) | 0.9490756 |
| Kurtosis | 203.24327 |
| Mean | 10516.828 |
| Median Absolute Deviation (MAD) | 1998 |
| Skewness | 12.207688 |
| Sum | 15354569 |
| Variance | 99625650 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7200 | 25 | 1.7% |
| 9600 | 24 | 1.6% |
| 6000 | 17 | 1.2% |
| 9000 | 14 | 1.0% |
| 8400 | 14 | 1.0% |
| 10800 | 14 | 1.0% |
| 1680 | 10 | 0.7% |
| 7500 | 9 | 0.6% |
| 9100 | 8 | 0.5% |
| 8125 | 8 | 0.5% |
| Other values (1063) | 1317 |
| Value | Count | Frequency (%) |
| 1300 | 1 | 0.1% |
| 1477 | 1 | 0.1% |
| 1491 | 1 | 0.1% |
| 1526 | 1 | 0.1% |
| 1533 | 2 | 0.1% |
| 1596 | 1 | 0.1% |
| 1680 | 10 | |
| 1869 | 1 | 0.1% |
| 1890 | 2 | 0.1% |
| 1920 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 215245 | 1 | |
| 164660 | 1 | |
| 159000 | 1 | |
| 115149 | 1 | |
| 70761 | 1 | |
| 63887 | 1 | |
| 57200 | 1 | |
| 53504 | 1 | |
| 53227 | 1 | |
| 53107 | 1 |
Street
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Paved | |
|---|---|
| Gravel | 6 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.0041096 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Paved |
|---|---|
| 2nd row | Paved |
| 3rd row | Paved |
| 4th row | Paved |
| 5th row | Paved |
Common Values
| Value | Count | Frequency (%) |
| Paved | 1454 | |
| Gravel | 6 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| paved | 1454 | |
| gravel | 6 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1460 | |
| v | 1460 | |
| e | 1460 | |
| P | 1454 | |
| d | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7306 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1460 | |
| v | 1460 | |
| e | 1460 | |
| P | 1454 | |
| d | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7306 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1460 | |
| v | 1460 | |
| e | 1460 | |
| P | 1454 | |
| d | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7306 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1460 | |
| v | 1460 | |
| e | 1460 | |
| P | 1454 | |
| d | 1454 | |
| G | 6 | 0.1% |
| r | 6 | 0.1% |
| l | 6 | 0.1% |
Alley
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| nan | |
|---|---|
| Gravel | 50 |
| Paved | 41 |
Length
| Max length | 6 |
|---|---|
| Median length | 3 |
| Mean length | 3.1589041 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
Common Values
| Value | Count | Frequency (%) |
| nan | 1369 | |
| Gravel | 50 | 3.4% |
| Paved | 41 | 2.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nan | 1369 | |
| gravel | 50 | 3.4% |
| paved | 41 | 2.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2738 | |
| a | 1460 | |
| v | 91 | 2.0% |
| e | 91 | 2.0% |
| G | 50 | 1.1% |
| r | 50 | 1.1% |
| l | 50 | 1.1% |
| P | 41 | 0.9% |
| d | 41 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4612 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2738 | |
| a | 1460 | |
| v | 91 | 2.0% |
| e | 91 | 2.0% |
| G | 50 | 1.1% |
| r | 50 | 1.1% |
| l | 50 | 1.1% |
| P | 41 | 0.9% |
| d | 41 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4612 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2738 | |
| a | 1460 | |
| v | 91 | 2.0% |
| e | 91 | 2.0% |
| G | 50 | 1.1% |
| r | 50 | 1.1% |
| l | 50 | 1.1% |
| P | 41 | 0.9% |
| d | 41 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4612 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2738 | |
| a | 1460 | |
| v | 91 | 2.0% |
| e | 91 | 2.0% |
| G | 50 | 1.1% |
| r | 50 | 1.1% |
| l | 50 | 1.1% |
| P | 41 | 0.9% |
| d | 41 | 0.9% |
LotShape
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Regular | |
|---|---|
| Slightly irregular | |
| Moderately Irregular | 41 |
| Irregular | 10 |
Length
| Max length | 20 |
|---|---|
| Median length | 7 |
| Mean length | 11.025342 |
| Min length | 7 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Regular |
|---|---|
| 2nd row | Regular |
| 3rd row | Slightly irregular |
| 4th row | Slightly irregular |
| 5th row | Slightly irregular |
Common Values
| Value | Count | Frequency (%) |
| Regular | 925 | |
| Slightly irregular | 484 | |
| Moderately Irregular | 41 | 2.8% |
| Irregular | 10 | 0.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| regular | 925 | |
| irregular | 535 | |
| slightly | 484 | |
| moderately | 41 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 2571 | |
| l | 2469 | |
| g | 1944 | |
| e | 1542 | |
| a | 1501 | |
| u | 1460 | |
| i | 968 | 6.0% |
| R | 925 | 5.7% |
| t | 525 | 3.3% |
| y | 525 | 3.3% |
| Other values (7) | 1667 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16097 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 2571 | |
| l | 2469 | |
| g | 1944 | |
| e | 1542 | |
| a | 1501 | |
| u | 1460 | |
| i | 968 | 6.0% |
| R | 925 | 5.7% |
| t | 525 | 3.3% |
| y | 525 | 3.3% |
| Other values (7) | 1667 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16097 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 2571 | |
| l | 2469 | |
| g | 1944 | |
| e | 1542 | |
| a | 1501 | |
| u | 1460 | |
| i | 968 | 6.0% |
| R | 925 | 5.7% |
| t | 525 | 3.3% |
| y | 525 | 3.3% |
| Other values (7) | 1667 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16097 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 2571 | |
| l | 2469 | |
| g | 1944 | |
| e | 1542 | |
| a | 1501 | |
| u | 1460 | |
| i | 968 | 6.0% |
| R | 925 | 5.7% |
| t | 525 | 3.3% |
| y | 525 | 3.3% |
| Other values (7) | 1667 |
LandContour
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Near Flat/Level | |
|---|---|
| Banked - Quick and significant rise from street grade to building | 63 |
| Hillside - Significant slope from side to side | 50 |
| Depression | 36 |
Length
| Max length | 65 |
|---|---|
| Median length | 15 |
| Mean length | 18.09589 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Near Flat/Level |
|---|---|
| 2nd row | Near Flat/Level |
| 3rd row | Near Flat/Level |
| 4th row | Near Flat/Level |
| 5th row | Near Flat/Level |
Common Values
| Value | Count | Frequency (%) |
| Near Flat/Level | 1311 | |
| Banked - Quick and significant rise from street grade to building | 63 | 4.3% |
| Hillside - Significant slope from side to side | 50 | 3.4% |
| Depression | 36 | 2.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| near | 1311 | |
| flat/level | 1311 | |
| significant | 113 | 3.0% |
| to | 113 | 3.0% |
| from | 113 | 3.0% |
| 113 | 3.0% | |
| side | 100 | 2.7% |
| and | 63 | 1.7% |
| quick | 63 | 1.7% |
| rise | 63 | 1.7% |
| Other values (7) | 388 | 10.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4520 | |
| a | 2924 | |
| l | 2835 | |
| 2291 | ||
| t | 1663 | 6.3% |
| r | 1649 | 6.2% |
| N | 1311 | 5.0% |
| F | 1311 | 5.0% |
| / | 1311 | 5.0% |
| L | 1311 | 5.0% |
| Other values (20) | 5294 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 26420 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4520 | |
| a | 2924 | |
| l | 2835 | |
| 2291 | ||
| t | 1663 | 6.3% |
| r | 1649 | 6.2% |
| N | 1311 | 5.0% |
| F | 1311 | 5.0% |
| / | 1311 | 5.0% |
| L | 1311 | 5.0% |
| Other values (20) | 5294 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 26420 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4520 | |
| a | 2924 | |
| l | 2835 | |
| 2291 | ||
| t | 1663 | 6.3% |
| r | 1649 | 6.2% |
| N | 1311 | 5.0% |
| F | 1311 | 5.0% |
| / | 1311 | 5.0% |
| L | 1311 | 5.0% |
| Other values (20) | 5294 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 26420 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4520 | |
| a | 2924 | |
| l | 2835 | |
| 2291 | ||
| t | 1663 | 6.3% |
| r | 1649 | 6.2% |
| N | 1311 | 5.0% |
| F | 1311 | 5.0% |
| / | 1311 | 5.0% |
| L | 1311 | 5.0% |
| Other values (20) | 5294 |
Utilities
Categorical
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| All public Utilities (E,G,W,& S) | |
|---|---|
| Electricity and Gas Only | 1 |
Length
| Max length | 32 |
|---|---|
| Median length | 32 |
| Mean length | 31.994521 |
| Min length | 24 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | All public Utilities (E,G,W,& S) |
|---|---|
| 2nd row | All public Utilities (E,G,W,& S) |
| 3rd row | All public Utilities (E,G,W,& S) |
| 4th row | All public Utilities (E,G,W,& S) |
| 5th row | All public Utilities (E,G,W,& S) |
Common Values
| Value | Count | Frequency (%) |
| All public Utilities (E,G,W,& S) | 1459 | |
| Electricity and Gas Only | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| all | 1459 | |
| public | 1459 | |
| utilities | 1459 | |
| e,g,w | 1459 | |
| s | 1459 | |
| electricity | 1 | < 0.1% |
| and | 1 | < 0.1% |
| gas | 1 | < 0.1% |
| only | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5839 | 12.5% | |
| i | 5838 | 12.5% |
| l | 5838 | 12.5% |
| , | 4377 | 9.4% |
| t | 2920 | 6.3% |
| c | 1461 | 3.1% |
| E | 1460 | 3.1% |
| e | 1460 | 3.1% |
| s | 1460 | 3.1% |
| G | 1460 | 3.1% |
| Other values (16) | 14599 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46712 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5839 | 12.5% | |
| i | 5838 | 12.5% |
| l | 5838 | 12.5% |
| , | 4377 | 9.4% |
| t | 2920 | 6.3% |
| c | 1461 | 3.1% |
| E | 1460 | 3.1% |
| e | 1460 | 3.1% |
| s | 1460 | 3.1% |
| G | 1460 | 3.1% |
| Other values (16) | 14599 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46712 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5839 | 12.5% | |
| i | 5838 | 12.5% |
| l | 5838 | 12.5% |
| , | 4377 | 9.4% |
| t | 2920 | 6.3% |
| c | 1461 | 3.1% |
| E | 1460 | 3.1% |
| e | 1460 | 3.1% |
| s | 1460 | 3.1% |
| G | 1460 | 3.1% |
| Other values (16) | 14599 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46712 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5839 | 12.5% | |
| i | 5838 | 12.5% |
| l | 5838 | 12.5% |
| , | 4377 | 9.4% |
| t | 2920 | 6.3% |
| c | 1461 | 3.1% |
| E | 1460 | 3.1% |
| e | 1460 | 3.1% |
| s | 1460 | 3.1% |
| G | 1460 | 3.1% |
| Other values (16) | 14599 |
LotConfig
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Inside lot | |
|---|---|
| Corner lot | |
| Cul-de-sac | 94 |
| Frontage on 2 sides of property | 47 |
| Frontage on 3 sides of property | 4 |
Length
| Max length | 31 |
|---|---|
| Median length | 10 |
| Mean length | 10.733562 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Inside lot |
|---|---|
| 2nd row | Frontage on 2 sides of property |
| 3rd row | Inside lot |
| 4th row | Corner lot |
| 5th row | Frontage on 2 sides of property |
Common Values
| Value | Count | Frequency (%) |
| Inside lot | 1052 | |
| Corner lot | 263 | 18.0% |
| Cul-de-sac | 94 | 6.4% |
| Frontage on 2 sides of property | 47 | 3.2% |
| Frontage on 3 sides of property | 4 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| lot | 1315 | |
| inside | 1052 | |
| corner | 263 | 8.7% |
| cul-de-sac | 94 | 3.1% |
| frontage | 51 | 1.7% |
| on | 51 | 1.7% |
| sides | 51 | 1.7% |
| of | 51 | 1.7% |
| property | 51 | 1.7% |
| 2 | 47 | 1.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1782 | |
| 1570 | ||
| e | 1562 | |
| n | 1417 | |
| t | 1417 | |
| l | 1409 | |
| s | 1248 | |
| d | 1197 | |
| i | 1103 | |
| I | 1052 | |
| Other values (13) | 1914 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15671 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1782 | |
| 1570 | ||
| e | 1562 | |
| n | 1417 | |
| t | 1417 | |
| l | 1409 | |
| s | 1248 | |
| d | 1197 | |
| i | 1103 | |
| I | 1052 | |
| Other values (13) | 1914 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15671 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1782 | |
| 1570 | ||
| e | 1562 | |
| n | 1417 | |
| t | 1417 | |
| l | 1409 | |
| s | 1248 | |
| d | 1197 | |
| i | 1103 | |
| I | 1052 | |
| Other values (13) | 1914 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15671 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1782 | |
| 1570 | ||
| e | 1562 | |
| n | 1417 | |
| t | 1417 | |
| l | 1409 | |
| s | 1248 | |
| d | 1197 | |
| i | 1103 | |
| I | 1052 | |
| Other values (13) | 1914 |
LandSlope
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Gentle slope | |
|---|---|
| Moderate Slope | 65 |
| Severe Slope | 13 |
Length
| Max length | 14 |
|---|---|
| Median length | 12 |
| Mean length | 12.089041 |
| Min length | 12 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gentle slope |
|---|---|
| 2nd row | Gentle slope |
| 3rd row | Gentle slope |
| 4th row | Gentle slope |
| 5th row | Gentle slope |
Common Values
| Value | Count | Frequency (%) |
| Gentle slope | 1382 | |
| Moderate Slope | 65 | 4.5% |
| Severe Slope | 13 | 0.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| slope | 1460 | |
| gentle | 1382 | |
| moderate | 65 | 2.2% |
| severe | 13 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 4393 | |
| l | 2842 | |
| o | 1525 | 8.6% |
| 1460 | 8.3% | |
| p | 1460 | 8.3% |
| t | 1447 | 8.2% |
| G | 1382 | 7.8% |
| n | 1382 | 7.8% |
| s | 1382 | 7.8% |
| S | 91 | 0.5% |
| Other values (5) | 286 | 1.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17650 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 4393 | |
| l | 2842 | |
| o | 1525 | 8.6% |
| 1460 | 8.3% | |
| p | 1460 | 8.3% |
| t | 1447 | 8.2% |
| G | 1382 | 7.8% |
| n | 1382 | 7.8% |
| s | 1382 | 7.8% |
| S | 91 | 0.5% |
| Other values (5) | 286 | 1.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17650 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 4393 | |
| l | 2842 | |
| o | 1525 | 8.6% |
| 1460 | 8.3% | |
| p | 1460 | 8.3% |
| t | 1447 | 8.2% |
| G | 1382 | 7.8% |
| n | 1382 | 7.8% |
| s | 1382 | 7.8% |
| S | 91 | 0.5% |
| Other values (5) | 286 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17650 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 4393 | |
| l | 2842 | |
| o | 1525 | 8.6% |
| 1460 | 8.3% | |
| p | 1460 | 8.3% |
| t | 1447 | 8.2% |
| G | 1382 | 7.8% |
| n | 1382 | 7.8% |
| s | 1382 | 7.8% |
| S | 91 | 0.5% |
| Other values (5) | 286 | 1.6% |
Neighborhood
Categorical
| Distinct | 25 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| North Ames | |
|---|---|
| College Creek | |
| Old Town | |
| Edwards | |
| Somerset | |
| Other values (20) |
Length
| Max length | 37 |
|---|---|
| Median length | 19 |
| Mean length | 10.899315 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | College Creek |
|---|---|
| 2nd row | Veenker |
| 3rd row | College Creek |
| 4th row | Crawford |
| 5th row | Northridge |
Common Values
| Value | Count | Frequency (%) |
| North Ames | 225 | |
| College Creek | 150 | 10.3% |
| Old Town | 113 | 7.7% |
| Edwards | 100 | 6.8% |
| Somerset | 86 | 5.9% |
| Gilbert | 79 | 5.4% |
| Northridge Heights | 77 | 5.3% |
| Sawyer | 74 | 5.1% |
| Northwest Ames | 73 | 5.0% |
| Sawyer West | 59 | 4.0% |
| Other values (15) | 424 |
Length
| Value | Count | Frequency (%) |
| ames | 298 | 11.7% |
| north | 225 | 8.8% |
| creek | 178 | 7.0% |
| college | 150 | 5.9% |
| sawyer | 133 | 5.2% |
| northridge | 118 | 4.6% |
| old | 113 | 4.4% |
| town | 113 | 4.4% |
| edwards | 100 | 3.9% |
| heights | 94 | 3.7% |
| Other values (29) | 1029 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2042 | 12.8% |
| r | 1447 | 9.1% |
| o | 1233 | 7.7% |
| 1091 | 6.9% | |
| t | 1034 | 6.5% |
| s | 820 | 5.2% |
| l | 780 | 4.9% |
| d | 685 | 4.3% |
| a | 632 | 4.0% |
| h | 593 | 3.7% |
| Other values (31) | 5556 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15913 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2042 | 12.8% |
| r | 1447 | 9.1% |
| o | 1233 | 7.7% |
| 1091 | 6.9% | |
| t | 1034 | 6.5% |
| s | 820 | 5.2% |
| l | 780 | 4.9% |
| d | 685 | 4.3% |
| a | 632 | 4.0% |
| h | 593 | 3.7% |
| Other values (31) | 5556 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15913 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2042 | 12.8% |
| r | 1447 | 9.1% |
| o | 1233 | 7.7% |
| 1091 | 6.9% | |
| t | 1034 | 6.5% |
| s | 820 | 5.2% |
| l | 780 | 4.9% |
| d | 685 | 4.3% |
| a | 632 | 4.0% |
| h | 593 | 3.7% |
| Other values (31) | 5556 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15913 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2042 | 12.8% |
| r | 1447 | 9.1% |
| o | 1233 | 7.7% |
| 1091 | 6.9% | |
| t | 1034 | 6.5% |
| s | 820 | 5.2% |
| l | 780 | 4.9% |
| d | 685 | 4.3% |
| a | 632 | 4.0% |
| h | 593 | 3.7% |
| Other values (31) | 5556 |
Condition1
Categorical
Imbalance 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Normal | |
|---|---|
| Adjacent to feeder street | 81 |
| Adjacent to arterial street | 48 |
| Adjacent to North-South Railroad | 26 |
| Near positive off-site feature--park, greenbelt, etc. | 19 |
| Other values (4) | 26 |
Length
| Max length | 53 |
|---|---|
| Median length | 6 |
| Mean length | 9.3006849 |
| Min length | 6 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Adjacent to feeder street |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 1260 | |
| Adjacent to feeder street | 81 | 5.5% |
| Adjacent to arterial street | 48 | 3.3% |
| Adjacent to North-South Railroad | 26 | 1.8% |
| Near positive off-site feature--park, greenbelt, etc. | 19 | 1.3% |
| Adjacent to East-West Railroad | 11 | 0.8% |
| Adjacent to postive off-site feature | 8 | 0.5% |
| Within 200' of North-South Railroad | 5 | 0.3% |
| Within 200' of East-West Railroad | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 1260 | |
| adjacent | 174 | 8.2% |
| to | 174 | 8.2% |
| street | 129 | 6.1% |
| feeder | 81 | 3.8% |
| arterial | 48 | 2.3% |
| railroad | 44 | 2.1% |
| north-south | 31 | 1.5% |
| off-site | 27 | 1.3% |
| positive | 19 | 0.9% |
| Other values (10) | 126 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1725 | |
| a | 1696 | |
| o | 1601 | |
| l | 1371 | |
| N | 1310 | |
| m | 1260 | |
| e | 939 | |
| t | 868 | |
| 653 | 4.8% | |
| d | 299 | 2.2% |
| Other values (24) | 1857 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 13579 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1725 | |
| a | 1696 | |
| o | 1601 | |
| l | 1371 | |
| N | 1310 | |
| m | 1260 | |
| e | 939 | |
| t | 868 | |
| 653 | 4.8% | |
| d | 299 | 2.2% |
| Other values (24) | 1857 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 13579 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1725 | |
| a | 1696 | |
| o | 1601 | |
| l | 1371 | |
| N | 1310 | |
| m | 1260 | |
| e | 939 | |
| t | 868 | |
| 653 | 4.8% | |
| d | 299 | 2.2% |
| Other values (24) | 1857 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 13579 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1725 | |
| a | 1696 | |
| o | 1601 | |
| l | 1371 | |
| N | 1310 | |
| m | 1260 | |
| e | 939 | |
| t | 868 | |
| 653 | 4.8% | |
| d | 299 | 2.2% |
| Other values (24) | 1857 |
Condition2
Categorical
Imbalance 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Normal | |
|---|---|
| Adjacent to feeder street | 6 |
| Adjacent to arterial street | 2 |
| Within 200' of North-South Railroad | 2 |
| Near positive off-site feature--park, greenbelt, etc. | 2 |
| Other values (3) | 3 |
Length
| Max length | 53 |
|---|---|
| Median length | 6 |
| Mean length | 6.2657534 |
| Min length | 6 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Normal |
|---|---|
| 2nd row | Normal |
| 3rd row | Normal |
| 4th row | Normal |
| 5th row | Normal |
Common Values
| Value | Count | Frequency (%) |
| Normal | 1445 | |
| Adjacent to feeder street | 6 | 0.4% |
| Adjacent to arterial street | 2 | 0.1% |
| Within 200' of North-South Railroad | 2 | 0.1% |
| Near positive off-site feature--park, greenbelt, etc. | 2 | 0.1% |
| Adjacent to postive off-site feature | 1 | 0.1% |
| Adjacent to North-South Railroad | 1 | 0.1% |
| Adjacent to East-West Railroad | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| normal | 1445 | |
| adjacent | 11 | 0.7% |
| to | 11 | 0.7% |
| street | 8 | 0.5% |
| feeder | 6 | 0.4% |
| railroad | 4 | 0.3% |
| north-south | 3 | 0.2% |
| off-site | 3 | 0.2% |
| within | 2 | 0.1% |
| 200 | 2 | 0.1% |
| Other values (10) | 17 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 1479 | |
| a | 1476 | |
| o | 1474 | |
| l | 1453 | |
| N | 1450 | |
| m | 1445 | |
| e | 70 | 0.8% |
| t | 63 | 0.7% |
| 52 | 0.6% | |
| d | 21 | 0.2% |
| Other values (24) | 165 | 1.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 9148 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 1479 | |
| a | 1476 | |
| o | 1474 | |
| l | 1453 | |
| N | 1450 | |
| m | 1445 | |
| e | 70 | 0.8% |
| t | 63 | 0.7% |
| 52 | 0.6% | |
| d | 21 | 0.2% |
| Other values (24) | 165 | 1.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 9148 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 1479 | |
| a | 1476 | |
| o | 1474 | |
| l | 1453 | |
| N | 1450 | |
| m | 1445 | |
| e | 70 | 0.8% |
| t | 63 | 0.7% |
| 52 | 0.6% | |
| d | 21 | 0.2% |
| Other values (24) | 165 | 1.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 9148 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 1479 | |
| a | 1476 | |
| o | 1474 | |
| l | 1453 | |
| N | 1450 | |
| m | 1445 | |
| e | 70 | 0.8% |
| t | 63 | 0.7% |
| 52 | 0.6% | |
| d | 21 | 0.2% |
| Other values (24) | 165 | 1.8% |
BldgType
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Single-family Detached | |
|---|---|
| Townhouse End Unit | 114 |
| Duplex | 52 |
| Twnhs | 43 |
| 2fmCon | 31 |
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 20.277397 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Single-family Detached |
|---|---|
| 2nd row | Single-family Detached |
| 3rd row | Single-family Detached |
| 4th row | Single-family Detached |
| 5th row | Single-family Detached |
Common Values
| Value | Count | Frequency (%) |
| Single-family Detached | 1220 | |
| Townhouse End Unit | 114 | 7.8% |
| Duplex | 52 | 3.6% |
| Twnhs | 43 | 2.9% |
| 2fmCon | 31 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| single-family | 1220 | |
| detached | 1220 | |
| townhouse | 114 | 3.9% |
| end | 114 | 3.9% |
| unit | 114 | 3.9% |
| duplex | 52 | 1.8% |
| twnhs | 43 | 1.5% |
| 2fmcon | 31 | 1.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 3826 | 12.9% |
| i | 2554 | 8.6% |
| l | 2492 | 8.4% |
| a | 2440 | 8.2% |
| n | 1636 | 5.5% |
| 1448 | 4.9% | |
| h | 1377 | 4.7% |
| t | 1334 | 4.5% |
| d | 1334 | 4.5% |
| D | 1272 | 4.3% |
| Other values (18) | 9892 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 29605 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 3826 | 12.9% |
| i | 2554 | 8.6% |
| l | 2492 | 8.4% |
| a | 2440 | 8.2% |
| n | 1636 | 5.5% |
| 1448 | 4.9% | |
| h | 1377 | 4.7% |
| t | 1334 | 4.5% |
| d | 1334 | 4.5% |
| D | 1272 | 4.3% |
| Other values (18) | 9892 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 29605 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 3826 | 12.9% |
| i | 2554 | 8.6% |
| l | 2492 | 8.4% |
| a | 2440 | 8.2% |
| n | 1636 | 5.5% |
| 1448 | 4.9% | |
| h | 1377 | 4.7% |
| t | 1334 | 4.5% |
| d | 1334 | 4.5% |
| D | 1272 | 4.3% |
| Other values (18) | 9892 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 29605 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 3826 | 12.9% |
| i | 2554 | 8.6% |
| l | 2492 | 8.4% |
| a | 2440 | 8.2% |
| n | 1636 | 5.5% |
| 1448 | 4.9% | |
| h | 1377 | 4.7% |
| t | 1334 | 4.5% |
| d | 1334 | 4.5% |
| D | 1272 | 4.3% |
| Other values (18) | 9892 |
HouseStyle
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| One story | |
|---|---|
| 2Story | |
| 1.5Fin | |
| SLvl | 65 |
| SFoyer | 37 |
| Other values (3) | 33 |
Length
| Max length | 9 |
|---|---|
| Median length | 6 |
| Mean length | 7.4027397 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2Story |
|---|---|
| 2nd row | One story |
| 3rd row | 2Story |
| 4th row | 2Story |
| 5th row | 2Story |
Common Values
| Value | Count | Frequency (%) |
| One story | 726 | |
| 2Story | 445 | |
| 1.5Fin | 154 | 10.5% |
| SLvl | 65 | 4.5% |
| SFoyer | 37 | 2.5% |
| 1.5Unf | 14 | 1.0% |
| 2.5Unf | 11 | 0.8% |
| 2.5Fin | 8 | 0.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| one | 726 | |
| story | 726 | |
| 2story | 445 | |
| 1.5fin | 154 | 7.0% |
| slvl | 65 | 3.0% |
| sfoyer | 37 | 1.7% |
| 1.5unf | 14 | 0.6% |
| 2.5unf | 11 | 0.5% |
| 2.5fin | 8 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| n | 913 | |
| e | 763 | |
| O | 726 | |
| 726 | ||
| s | 726 | |
| S | 547 | 5.1% |
| Other values (11) | 1612 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 10808 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| n | 913 | |
| e | 763 | |
| O | 726 | |
| 726 | ||
| s | 726 | |
| S | 547 | 5.1% |
| Other values (11) | 1612 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 10808 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| n | 913 | |
| e | 763 | |
| O | 726 | |
| 726 | ||
| s | 726 | |
| S | 547 | 5.1% |
| Other values (11) | 1612 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 10808 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 1208 | |
| r | 1208 | |
| y | 1208 | |
| t | 1171 | |
| n | 913 | |
| e | 763 | |
| O | 726 | |
| 726 | ||
| s | 726 | |
| S | 547 | 5.1% |
| Other values (11) | 1612 |
OverallQual
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Average | |
|---|---|
| Above Average | |
| Good | |
| Very Good | |
| Below Average | |
| Other values (5) |
Length
| Max length | 14 |
|---|---|
| Median length | 13 |
| Mean length | 8.6890411 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good |
|---|---|
| 2nd row | Above Average |
| 3rd row | Good |
| 4th row | Good |
| 5th row | Very Good |
Common Values
| Value | Count | Frequency (%) |
| Average | 397 | |
| Above Average | 374 | |
| Good | 319 | |
| Very Good | 168 | |
| Below Average | 116 | 7.9% |
| Excellent | 43 | 2.9% |
| Fair | 20 | 1.4% |
| Very Excellent | 18 | 1.2% |
| Poor | 3 | 0.2% |
| Very Poor | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| average | 887 | |
| good | 487 | |
| above | 374 | |
| very | 188 | 8.8% |
| below | 116 | 5.4% |
| excellent | 61 | 2.9% |
| fair | 20 | 0.9% |
| poor | 5 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2574 | |
| o | 1474 | |
| A | 1261 | |
| v | 1261 | |
| r | 1100 | |
| a | 907 | 7.1% |
| g | 887 | 7.0% |
| 678 | 5.3% | |
| G | 487 | 3.8% |
| d | 487 | 3.8% |
| Other values (14) | 1570 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 12686 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2574 | |
| o | 1474 | |
| A | 1261 | |
| v | 1261 | |
| r | 1100 | |
| a | 907 | 7.1% |
| g | 887 | 7.0% |
| 678 | 5.3% | |
| G | 487 | 3.8% |
| d | 487 | 3.8% |
| Other values (14) | 1570 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 12686 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2574 | |
| o | 1474 | |
| A | 1261 | |
| v | 1261 | |
| r | 1100 | |
| a | 907 | 7.1% |
| g | 887 | 7.0% |
| 678 | 5.3% | |
| G | 487 | 3.8% |
| d | 487 | 3.8% |
| Other values (14) | 1570 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 12686 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2574 | |
| o | 1474 | |
| A | 1261 | |
| v | 1261 | |
| r | 1100 | |
| a | 907 | 7.1% |
| g | 887 | 7.0% |
| 678 | 5.3% | |
| G | 487 | 3.8% |
| d | 487 | 3.8% |
| Other values (14) | 1570 |
OverallCond
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Average | |
|---|---|
| Above Average | |
| Good | |
| Very Good | 72 |
| Below Average | 57 |
| Other values (4) | 53 |
Length
| Max length | 13 |
|---|---|
| Median length | 7 |
| Mean length | 7.9171233 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Average |
|---|---|
| 2nd row | Very Good |
| 3rd row | Average |
| 4th row | Average |
| 5th row | Average |
Common Values
| Value | Count | Frequency (%) |
| Average | 821 | |
| Above Average | 252 | 17.3% |
| Good | 205 | 14.0% |
| Very Good | 72 | 4.9% |
| Below Average | 57 | 3.9% |
| Fair | 25 | 1.7% |
| Excellent | 22 | 1.5% |
| Poor | 5 | 0.3% |
| Very Poor | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| average | 1130 | |
| good | 277 | 15.0% |
| above | 252 | 13.7% |
| very | 73 | 4.0% |
| below | 57 | 3.1% |
| fair | 25 | 1.4% |
| excellent | 22 | 1.2% |
| poor | 6 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2686 | |
| A | 1382 | |
| v | 1382 | |
| r | 1234 | |
| a | 1155 | |
| g | 1130 | |
| o | 875 | 7.6% |
| 382 | 3.3% | |
| G | 277 | 2.4% |
| d | 277 | 2.4% |
| Other values (14) | 779 | 6.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 11559 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2686 | |
| A | 1382 | |
| v | 1382 | |
| r | 1234 | |
| a | 1155 | |
| g | 1130 | |
| o | 875 | 7.6% |
| 382 | 3.3% | |
| G | 277 | 2.4% |
| d | 277 | 2.4% |
| Other values (14) | 779 | 6.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 11559 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2686 | |
| A | 1382 | |
| v | 1382 | |
| r | 1234 | |
| a | 1155 | |
| g | 1130 | |
| o | 875 | 7.6% |
| 382 | 3.3% | |
| G | 277 | 2.4% |
| d | 277 | 2.4% |
| Other values (14) | 779 | 6.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 11559 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2686 | |
| A | 1382 | |
| v | 1382 | |
| r | 1234 | |
| a | 1155 | |
| g | 1130 | |
| o | 875 | 7.6% |
| 382 | 3.3% | |
| G | 277 | 2.4% |
| d | 277 | 2.4% |
| Other values (14) | 779 | 6.7% |
YearBuilt
Real number (ℝ)
| Distinct | 112 |
|---|---|
| Distinct (%) | 7.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1971.2678 |
| Minimum | 1872 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 1872 |
|---|---|
| 5-th percentile | 1916 |
| Q1 | 1954 |
| median | 1973 |
| Q3 | 2000 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 138 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 30.202904 |
|---|---|
| Coefficient of variation (CV) | 0.015321563 |
| Kurtosis | -0.43955194 |
| Mean | 1971.2678 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | -0.61346117 |
| Sum | 2878051 |
| Variance | 912.21541 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2006 | 67 | 4.6% |
| 2005 | 64 | 4.4% |
| 2004 | 54 | 3.7% |
| 2007 | 49 | 3.4% |
| 2003 | 45 | 3.1% |
| 1976 | 33 | 2.3% |
| 1977 | 32 | 2.2% |
| 1920 | 30 | 2.1% |
| 1959 | 26 | 1.8% |
| 1998 | 25 | 1.7% |
| Other values (102) | 1035 |
| Value | Count | Frequency (%) |
| 1872 | 1 | 0.1% |
| 1875 | 1 | 0.1% |
| 1880 | 4 | 0.3% |
| 1882 | 1 | 0.1% |
| 1885 | 2 | 0.1% |
| 1890 | 2 | 0.1% |
| 1892 | 2 | 0.1% |
| 1893 | 1 | 0.1% |
| 1898 | 1 | 0.1% |
| 1900 | 10 |
| Value | Count | Frequency (%) |
| 2010 | 1 | 0.1% |
| 2009 | 18 | 1.2% |
| 2008 | 23 | 1.6% |
| 2007 | 49 | |
| 2006 | 67 | |
| 2005 | 64 | |
| 2004 | 54 | |
| 2003 | 45 | |
| 2002 | 23 | 1.6% |
| 2001 | 20 | 1.4% |
YearRemodAdd
Real number (ℝ)
| Distinct | 61 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1984.8658 |
| Minimum | 1950 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 1950 |
|---|---|
| 5-th percentile | 1950 |
| Q1 | 1967 |
| median | 1994 |
| Q3 | 2004 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 60 |
| Interquartile range (IQR) | 37 |
Descriptive statistics
| Standard deviation | 20.645407 |
|---|---|
| Coefficient of variation (CV) | 0.010401412 |
| Kurtosis | -1.2722452 |
| Mean | 1984.8658 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | -0.503562 |
| Sum | 2897904 |
| Variance | 426.23282 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1950 | 178 | 12.2% |
| 2006 | 97 | 6.6% |
| 2007 | 76 | 5.2% |
| 2005 | 73 | 5.0% |
| 2004 | 62 | 4.2% |
| 2000 | 55 | 3.8% |
| 2003 | 51 | 3.5% |
| 2002 | 48 | 3.3% |
| 2008 | 40 | 2.7% |
| 1996 | 36 | 2.5% |
| Other values (51) | 744 |
| Value | Count | Frequency (%) |
| 1950 | 178 | |
| 1951 | 4 | 0.3% |
| 1952 | 5 | 0.3% |
| 1953 | 10 | 0.7% |
| 1954 | 14 | 1.0% |
| 1955 | 9 | 0.6% |
| 1956 | 10 | 0.7% |
| 1957 | 9 | 0.6% |
| 1958 | 15 | 1.0% |
| 1959 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 2010 | 6 | 0.4% |
| 2009 | 23 | 1.6% |
| 2008 | 40 | |
| 2007 | 76 | |
| 2006 | 97 | |
| 2005 | 73 | |
| 2004 | 62 | |
| 2003 | 51 | |
| 2002 | 48 | |
| 2001 | 21 | 1.4% |
RoofStyle
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Gable | |
|---|---|
| Hip | |
| Flat | 13 |
| Gabrel (Barn) | 11 |
| Mansard | 7 |
Length
| Max length | 13 |
|---|---|
| Median length | 5 |
| Mean length | 4.6678082 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Gable |
|---|---|
| 2nd row | Gable |
| 3rd row | Gable |
| 4th row | Gable |
| 5th row | Gable |
Common Values
| Value | Count | Frequency (%) |
| Gable | 1141 | |
| Hip | 286 | 19.6% |
| Flat | 13 | 0.9% |
| Gabrel (Barn) | 11 | 0.8% |
| Mansard | 7 | 0.5% |
| Shed | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| gable | 1141 | |
| hip | 286 | 19.4% |
| flat | 13 | 0.9% |
| gabrel | 11 | 0.7% |
| barn | 11 | 0.7% |
| mansard | 7 | 0.5% |
| shed | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 29 | 0.4% |
| n | 18 | 0.3% |
| Other values (11) | 97 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6815 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 29 | 0.4% |
| n | 18 | 0.3% |
| Other values (11) | 97 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6815 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 29 | 0.4% |
| n | 18 | 0.3% |
| Other values (11) | 97 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6815 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1190 | |
| l | 1165 | |
| e | 1154 | |
| G | 1152 | |
| b | 1152 | |
| H | 286 | 4.2% |
| i | 286 | 4.2% |
| p | 286 | 4.2% |
| r | 29 | 0.4% |
| n | 18 | 0.3% |
| Other values (11) | 97 | 1.4% |
RoofMatl
Categorical
Imbalance 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Standard (Composite) Shingle | |
|---|---|
| Gravel & Tar | 11 |
| Wood Shingles | 6 |
| Wood Shakes | 5 |
| Metal | 1 |
| Other values (3) | 3 |
Length
| Max length | 28 |
|---|---|
| Median length | 28 |
| Mean length | 27.70274 |
| Min length | 4 |
Unique
| Unique | 4 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Standard (Composite) Shingle |
|---|---|
| 2nd row | Standard (Composite) Shingle |
| 3rd row | Standard (Composite) Shingle |
| 4th row | Standard (Composite) Shingle |
| 5th row | Standard (Composite) Shingle |
Common Values
| Value | Count | Frequency (%) |
| Standard (Composite) Shingle | 1434 | |
| Gravel & Tar | 11 | 0.8% |
| Wood Shingles | 6 | 0.4% |
| Wood Shakes | 5 | 0.3% |
| Metal | 1 | 0.1% |
| Membrane | 1 | 0.1% |
| Roll | 1 | 0.1% |
| Clay or Tile | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| standard | 1434 | |
| composite | 1434 | |
| shingle | 1434 | |
| gravel | 11 | 0.3% |
| 11 | 0.3% | |
| tar | 11 | 0.3% |
| wood | 11 | 0.3% |
| shingles | 6 | 0.1% |
| shakes | 5 | 0.1% |
| metal | 1 | < 0.1% |
| Other values (5) | 5 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2903 | 7.2% | |
| a | 2898 | 7.2% |
| e | 2894 | 7.2% |
| o | 2892 | 7.2% |
| S | 2879 | 7.1% |
| d | 2879 | 7.1% |
| i | 2875 | 7.1% |
| n | 2875 | 7.1% |
| t | 2869 | 7.1% |
| r | 1458 | 3.6% |
| Other values (19) | 13024 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40446 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2903 | 7.2% | |
| a | 2898 | 7.2% |
| e | 2894 | 7.2% |
| o | 2892 | 7.2% |
| S | 2879 | 7.1% |
| d | 2879 | 7.1% |
| i | 2875 | 7.1% |
| n | 2875 | 7.1% |
| t | 2869 | 7.1% |
| r | 1458 | 3.6% |
| Other values (19) | 13024 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40446 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2903 | 7.2% | |
| a | 2898 | 7.2% |
| e | 2894 | 7.2% |
| o | 2892 | 7.2% |
| S | 2879 | 7.1% |
| d | 2879 | 7.1% |
| i | 2875 | 7.1% |
| n | 2875 | 7.1% |
| t | 2869 | 7.1% |
| r | 1458 | 3.6% |
| Other values (19) | 13024 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40446 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2903 | 7.2% | |
| a | 2898 | 7.2% |
| e | 2894 | 7.2% |
| o | 2892 | 7.2% |
| S | 2879 | 7.1% |
| d | 2879 | 7.1% |
| i | 2875 | 7.1% |
| n | 2875 | 7.1% |
| t | 2869 | 7.1% |
| r | 1458 | 3.6% |
| Other values (19) | 13024 |
Exterior1st
Categorical
| Distinct | 15 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Vinyl Siding | |
|---|---|
| Hard Board | |
| Metal Siding | |
| Wood Siding | |
| Plywood | |
| Other values (10) |
Length
| Max length | 17 |
|---|---|
| Median length | 12 |
| Mean length | 11.09589 |
| Min length | 5 |
Unique
| Unique | 3 ? |
|---|---|
| Unique (%) | 0.2% |
Sample
| 1st row | Vinyl Siding |
|---|---|
| 2nd row | Metal Siding |
| 3rd row | Vinyl Siding |
| 4th row | Wood Siding |
| 5th row | Vinyl Siding |
Common Values
| Value | Count | Frequency (%) |
| Vinyl Siding | 515 | |
| Hard Board | 222 | |
| Metal Siding | 220 | |
| Wood Siding | 206 | 14.1% |
| Plywood | 108 | 7.4% |
| Cement Board | 61 | 4.2% |
| Brick Face | 50 | 3.4% |
| Wood Shingles | 26 | 1.8% |
| Stucco | 25 | 1.7% |
| Asbestos Shingles | 20 | 1.4% |
| Other values (5) | 7 | 0.5% |
Length
| Value | Count | Frequency (%) |
| siding | 941 | |
| vinyl | 515 | |
| board | 283 | 10.2% |
| wood | 232 | 8.3% |
| hard | 222 | 8.0% |
| metal | 220 | 7.9% |
| plywood | 108 | 3.9% |
| cement | 61 | 2.2% |
| brick | 52 | 1.9% |
| face | 50 | 1.8% |
| Other values (9) | 101 | 3.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2499 | |
| d | 1787 | |
| n | 1570 | |
| 1325 | 8.2% | |
| o | 1017 | 6.3% |
| S | 1016 | 6.3% |
| g | 988 | 6.1% |
| l | 892 | 5.5% |
| a | 777 | 4.8% |
| y | 623 | 3.8% |
| Other values (22) | 3706 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 2499 | |
| d | 1787 | |
| n | 1570 | |
| 1325 | 8.2% | |
| o | 1017 | 6.3% |
| S | 1016 | 6.3% |
| g | 988 | 6.1% |
| l | 892 | 5.5% |
| a | 777 | 4.8% |
| y | 623 | 3.8% |
| Other values (22) | 3706 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 2499 | |
| d | 1787 | |
| n | 1570 | |
| 1325 | 8.2% | |
| o | 1017 | 6.3% |
| S | 1016 | 6.3% |
| g | 988 | 6.1% |
| l | 892 | 5.5% |
| a | 777 | 4.8% |
| y | 623 | 3.8% |
| Other values (22) | 3706 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 2499 | |
| d | 1787 | |
| n | 1570 | |
| 1325 | 8.2% | |
| o | 1017 | 6.3% |
| S | 1016 | 6.3% |
| g | 988 | 6.1% |
| l | 892 | 5.5% |
| a | 777 | 4.8% |
| y | 623 | 3.8% |
| Other values (22) | 3706 |
Exterior2nd
Categorical
| Distinct | 16 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Vinyl Siding | |
|---|---|
| Metal Siding | |
| Hard Board | |
| Wood Siding | |
| Plywood | |
| Other values (11) |
Length
| Max length | 17 |
|---|---|
| Median length | 16 |
| Mean length | 10.669863 |
| Min length | 5 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Vinyl Siding |
|---|---|
| 2nd row | Metal Siding |
| 3rd row | Vinyl Siding |
| 4th row | Wd Shng |
| 5th row | Vinyl Siding |
Common Values
| Value | Count | Frequency (%) |
| Vinyl Siding | 504 | |
| Metal Siding | 214 | |
| Hard Board | 207 | |
| Wood Siding | 197 | 13.5% |
| Plywood | 142 | 9.7% |
| CmentBd | 60 | 4.1% |
| Wd Shng | 38 | 2.6% |
| Stucco | 26 | 1.8% |
| Brick Face | 25 | 1.7% |
| Asbestos Shingles | 20 | 1.4% |
| Other values (6) | 27 | 1.8% |
Length
| Value | Count | Frequency (%) |
| siding | 915 | |
| vinyl | 504 | |
| metal | 214 | 8.0% |
| hard | 207 | 7.7% |
| board | 207 | 7.7% |
| wood | 197 | 7.3% |
| plywood | 142 | 5.3% |
| cmentbd | 60 | 2.2% |
| wd | 38 | 1.4% |
| shng | 38 | 1.4% |
| Other values (13) | 164 | 6.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2403 | |
| d | 1767 | |
| n | 1563 | |
| 1226 | 7.9% | |
| S | 1017 | 6.5% |
| g | 976 | 6.3% |
| o | 957 | 6.1% |
| l | 887 | 5.7% |
| a | 666 | 4.3% |
| y | 646 | 4.1% |
| Other values (23) | 3470 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15578 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 2403 | |
| d | 1767 | |
| n | 1563 | |
| 1226 | 7.9% | |
| S | 1017 | 6.5% |
| g | 976 | 6.3% |
| o | 957 | 6.1% |
| l | 887 | 5.7% |
| a | 666 | 4.3% |
| y | 646 | 4.1% |
| Other values (23) | 3470 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15578 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 2403 | |
| d | 1767 | |
| n | 1563 | |
| 1226 | 7.9% | |
| S | 1017 | 6.5% |
| g | 976 | 6.3% |
| o | 957 | 6.1% |
| l | 887 | 5.7% |
| a | 666 | 4.3% |
| y | 646 | 4.1% |
| Other values (23) | 3470 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15578 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 2403 | |
| d | 1767 | |
| n | 1563 | |
| 1226 | 7.9% | |
| S | 1017 | 6.5% |
| g | 976 | 6.3% |
| o | 957 | 6.1% |
| l | 887 | 5.7% |
| a | 666 | 4.3% |
| y | 646 | 4.1% |
| Other values (23) | 3470 |
MasVnrType
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| nan | |
|---|---|
| Brick Face | |
| Stone | |
| Brick Common | 15 |
Length
| Max length | 12 |
|---|---|
| Median length | 3 |
| Mean length | 5.4013699 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Brick Face |
|---|---|
| 2nd row | nan |
| 3rd row | Brick Face |
| 4th row | nan |
| 5th row | Brick Face |
Common Values
| Value | Count | Frequency (%) |
| nan | 872 | |
| Brick Face | 445 | |
| Stone | 128 | 8.8% |
| Brick Common | 15 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nan | 872 | |
| brick | 460 | |
| face | 445 | |
| stone | 128 | 6.7% |
| common | 15 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 1887 | |
| a | 1317 | |
| c | 905 | |
| e | 573 | 7.3% |
| B | 460 | 5.8% |
| r | 460 | 5.8% |
| i | 460 | 5.8% |
| k | 460 | 5.8% |
| 460 | 5.8% | |
| F | 445 | 5.6% |
| Other values (5) | 459 | 5.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7886 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 1887 | |
| a | 1317 | |
| c | 905 | |
| e | 573 | 7.3% |
| B | 460 | 5.8% |
| r | 460 | 5.8% |
| i | 460 | 5.8% |
| k | 460 | 5.8% |
| 460 | 5.8% | |
| F | 445 | 5.6% |
| Other values (5) | 459 | 5.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7886 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 1887 | |
| a | 1317 | |
| c | 905 | |
| e | 573 | 7.3% |
| B | 460 | 5.8% |
| r | 460 | 5.8% |
| i | 460 | 5.8% |
| k | 460 | 5.8% |
| 460 | 5.8% | |
| F | 445 | 5.6% |
| Other values (5) | 459 | 5.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7886 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 1887 | |
| a | 1317 | |
| c | 905 | |
| e | 573 | 7.3% |
| B | 460 | 5.8% |
| r | 460 | 5.8% |
| i | 460 | 5.8% |
| k | 460 | 5.8% |
| 460 | 5.8% | |
| F | 445 | 5.6% |
| Other values (5) | 459 | 5.8% |
MasVnrArea
Real number (ℝ)
Zeros 
| Distinct | 327 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 8 |
| Missing (%) | 0.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 103.68526 |
| Minimum | 0 |
|---|---|
| Maximum | 1600 |
| Zeros | 861 |
| Zeros (%) | 59.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 166 |
| 95-th percentile | 456 |
| Maximum | 1600 |
| Range | 1600 |
| Interquartile range (IQR) | 166 |
Descriptive statistics
| Standard deviation | 181.06621 |
|---|---|
| Coefficient of variation (CV) | 1.7463061 |
| Kurtosis | 10.082417 |
| Mean | 103.68526 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.6690842 |
| Sum | 150551 |
| Variance | 32784.971 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 72 | 8 | 0.5% |
| 108 | 8 | 0.5% |
| 180 | 8 | 0.5% |
| 120 | 7 | 0.5% |
| 16 | 7 | 0.5% |
| 340 | 6 | 0.4% |
| 106 | 6 | 0.4% |
| 80 | 6 | 0.4% |
| 200 | 6 | 0.4% |
| Other values (317) | 529 | |
| (Missing) | 8 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 861 | |
| 1 | 2 | 0.1% |
| 11 | 1 | 0.1% |
| 14 | 1 | 0.1% |
| 16 | 7 | 0.5% |
| 18 | 2 | 0.1% |
| 22 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1600 | 1 | |
| 1378 | 1 | |
| 1170 | 1 | |
| 1129 | 1 | |
| 1115 | 1 | |
| 1047 | 1 | |
| 1031 | 1 | |
| 975 | 1 | |
| 922 | 1 | |
| 921 | 1 |
ExterQual
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Average/Typical | |
|---|---|
| Good | |
| Excellent | 52 |
| Fair | 14 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 11.00411 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good |
|---|---|
| 2nd row | Average/Typical |
| 3rd row | Good |
| 4th row | Average/Typical |
| 5th row | Good |
Common Values
| Value | Count | Frequency (%) |
| Average/Typical | 906 | |
| Good | 488 | |
| Excellent | 52 | 3.6% |
| Fair | 14 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| average/typical | 906 | |
| good | 488 | |
| excellent | 52 | 3.6% |
| fair | 14 | 1.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1916 | 11.9% |
| a | 1826 | 11.4% |
| l | 1010 | 6.3% |
| o | 976 | 6.1% |
| c | 958 | 6.0% |
| i | 920 | 5.7% |
| r | 920 | 5.7% |
| p | 906 | 5.6% |
| v | 906 | 5.6% |
| A | 906 | 5.6% |
| Other values (11) | 4822 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 16066 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1916 | 11.9% |
| a | 1826 | 11.4% |
| l | 1010 | 6.3% |
| o | 976 | 6.1% |
| c | 958 | 6.0% |
| i | 920 | 5.7% |
| r | 920 | 5.7% |
| p | 906 | 5.6% |
| v | 906 | 5.6% |
| A | 906 | 5.6% |
| Other values (11) | 4822 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 16066 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1916 | 11.9% |
| a | 1826 | 11.4% |
| l | 1010 | 6.3% |
| o | 976 | 6.1% |
| c | 958 | 6.0% |
| i | 920 | 5.7% |
| r | 920 | 5.7% |
| p | 906 | 5.6% |
| v | 906 | 5.6% |
| A | 906 | 5.6% |
| Other values (11) | 4822 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 16066 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1916 | 11.9% |
| a | 1826 | 11.4% |
| l | 1010 | 6.3% |
| o | 976 | 6.1% |
| c | 958 | 6.0% |
| i | 920 | 5.7% |
| r | 920 | 5.7% |
| p | 906 | 5.6% |
| v | 906 | 5.6% |
| A | 906 | 5.6% |
| Other values (11) | 4822 |
ExterCond
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Average/Typical | |
|---|---|
| Good | |
| Fair | 28 |
| Excellent | 3 |
| Poor | 1 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 13.669178 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Average/Typical |
|---|---|
| 2nd row | Average/Typical |
| 3rd row | Average/Typical |
| 4th row | Average/Typical |
| 5th row | Average/Typical |
Common Values
| Value | Count | Frequency (%) |
| Average/Typical | 1282 | |
| Good | 146 | 10.0% |
| Fair | 28 | 1.9% |
| Excellent | 3 | 0.2% |
| Poor | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| average/typical | 1282 | |
| good | 146 | 10.0% |
| fair | 28 | 1.9% |
| excellent | 3 | 0.2% |
| poor | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2592 | |
| e | 2570 | |
| r | 1311 | 6.6% |
| i | 1310 | 6.6% |
| l | 1288 | 6.5% |
| c | 1285 | 6.4% |
| p | 1282 | 6.4% |
| v | 1282 | 6.4% |
| A | 1282 | 6.4% |
| y | 1282 | 6.4% |
| Other values (12) | 4473 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19957 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2592 | |
| e | 2570 | |
| r | 1311 | 6.6% |
| i | 1310 | 6.6% |
| l | 1288 | 6.5% |
| c | 1285 | 6.4% |
| p | 1282 | 6.4% |
| v | 1282 | 6.4% |
| A | 1282 | 6.4% |
| y | 1282 | 6.4% |
| Other values (12) | 4473 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19957 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2592 | |
| e | 2570 | |
| r | 1311 | 6.6% |
| i | 1310 | 6.6% |
| l | 1288 | 6.5% |
| c | 1285 | 6.4% |
| p | 1282 | 6.4% |
| v | 1282 | 6.4% |
| A | 1282 | 6.4% |
| y | 1282 | 6.4% |
| Other values (12) | 4473 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19957 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2592 | |
| e | 2570 | |
| r | 1311 | 6.6% |
| i | 1310 | 6.6% |
| l | 1288 | 6.5% |
| c | 1285 | 6.4% |
| p | 1282 | 6.4% |
| v | 1282 | 6.4% |
| A | 1282 | 6.4% |
| y | 1282 | 6.4% |
| Other values (12) | 4473 |
Foundation
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Poured Contrete | |
|---|---|
| Cinder Block | |
| Brick & Tile | |
| Slab | 24 |
| Stone | 6 |
Length
| Max length | 15 |
|---|---|
| Median length | 12 |
| Mean length | 13.15274 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Poured Contrete |
|---|---|
| 2nd row | Cinder Block |
| 3rd row | Poured Contrete |
| 4th row | Brick & Tile |
| 5th row | Poured Contrete |
Common Values
| Value | Count | Frequency (%) |
| Poured Contrete | 647 | |
| Cinder Block | 634 | |
| Brick & Tile | 146 | 10.0% |
| Slab | 24 | 1.6% |
| Stone | 6 | 0.4% |
| Wood | 3 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| poured | 647 | |
| contrete | 647 | |
| cinder | 634 | |
| block | 634 | |
| brick | 146 | 4.8% |
| 146 | 4.8% | |
| tile | 146 | 4.8% |
| slab | 24 | 0.8% |
| stone | 6 | 0.2% |
| wood | 3 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2727 | |
| r | 2074 | |
| o | 1940 | |
| 1573 | 8.2% | |
| t | 1300 | 6.8% |
| n | 1287 | 6.7% |
| d | 1284 | 6.7% |
| C | 1281 | 6.7% |
| i | 926 | 4.8% |
| l | 804 | 4.2% |
| Other values (11) | 4007 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 19203 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2727 | |
| r | 2074 | |
| o | 1940 | |
| 1573 | 8.2% | |
| t | 1300 | 6.8% |
| n | 1287 | 6.7% |
| d | 1284 | 6.7% |
| C | 1281 | 6.7% |
| i | 926 | 4.8% |
| l | 804 | 4.2% |
| Other values (11) | 4007 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 19203 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2727 | |
| r | 2074 | |
| o | 1940 | |
| 1573 | 8.2% | |
| t | 1300 | 6.8% |
| n | 1287 | 6.7% |
| d | 1284 | 6.7% |
| C | 1281 | 6.7% |
| i | 926 | 4.8% |
| l | 804 | 4.2% |
| Other values (11) | 4007 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 19203 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2727 | |
| r | 2074 | |
| o | 1940 | |
| 1573 | 8.2% | |
| t | 1300 | 6.8% |
| n | 1287 | 6.7% |
| d | 1284 | 6.7% |
| C | 1281 | 6.7% |
| i | 926 | 4.8% |
| l | 804 | 4.2% |
| Other values (11) | 4007 |
BsmtQual
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Typical (80-89 inches) | |
|---|---|
| Good (90-99 inches) | |
| Excellent (100+ inches) | |
| nan | 37 |
| Fair (70-79 inches) | 35 |
Length
| Max length | 23 |
|---|---|
| Median length | 22 |
| Mean length | 20.259589 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good (90-99 inches) |
|---|---|
| 2nd row | Good (90-99 inches) |
| 3rd row | Good (90-99 inches) |
| 4th row | Typical (80-89 inches) |
| 5th row | Good (90-99 inches) |
Common Values
| Value | Count | Frequency (%) |
| Typical (80-89 inches) | 649 | |
| Good (90-99 inches) | 618 | |
| Excellent (100+ inches) | 121 | 8.3% |
| nan | 37 | 2.5% |
| Fair (70-79 inches) | 35 | 2.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| inches | 1423 | |
| typical | 649 | |
| 80-89 | 649 | |
| good | 618 | |
| 90-99 | 618 | |
| excellent | 121 | 2.8% |
| 100 | 121 | 2.8% |
| nan | 37 | 0.9% |
| fair | 35 | 0.8% |
| 70-79 | 35 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2846 | 9.6% | |
| 9 | 2538 | 8.6% |
| c | 2193 | 7.4% |
| i | 2107 | 7.1% |
| e | 1665 | 5.6% |
| n | 1618 | 5.5% |
| 0 | 1544 | 5.2% |
| h | 1423 | 4.8% |
| s | 1423 | 4.8% |
| ( | 1423 | 4.8% |
| Other values (19) | 10799 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 29579 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2846 | 9.6% | |
| 9 | 2538 | 8.6% |
| c | 2193 | 7.4% |
| i | 2107 | 7.1% |
| e | 1665 | 5.6% |
| n | 1618 | 5.5% |
| 0 | 1544 | 5.2% |
| h | 1423 | 4.8% |
| s | 1423 | 4.8% |
| ( | 1423 | 4.8% |
| Other values (19) | 10799 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 29579 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2846 | 9.6% | |
| 9 | 2538 | 8.6% |
| c | 2193 | 7.4% |
| i | 2107 | 7.1% |
| e | 1665 | 5.6% |
| n | 1618 | 5.5% |
| 0 | 1544 | 5.2% |
| h | 1423 | 4.8% |
| s | 1423 | 4.8% |
| ( | 1423 | 4.8% |
| Other values (19) | 10799 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 29579 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2846 | 9.6% | |
| 9 | 2538 | 8.6% |
| c | 2193 | 7.4% |
| i | 2107 | 7.1% |
| e | 1665 | 5.6% |
| n | 1618 | 5.5% |
| 0 | 1544 | 5.2% |
| h | 1423 | 4.8% |
| s | 1423 | 4.8% |
| ( | 1423 | 4.8% |
| Other values (19) | 10799 |
BsmtCond
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Typical - slight dampness allowed | |
|---|---|
| Good | 65 |
| Fair - dampness or some cracking or settling | 45 |
| nan | 37 |
| Poor - Severe cracking, settling, or wetness | 2 |
Length
| Max length | 44 |
|---|---|
| Median length | 33 |
| Mean length | 31.30274 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Typical - slight dampness allowed |
|---|---|
| 2nd row | Typical - slight dampness allowed |
| 3rd row | Typical - slight dampness allowed |
| 4th row | Good |
| 5th row | Typical - slight dampness allowed |
Common Values
| Value | Count | Frequency (%) |
| Typical - slight dampness allowed | 1311 | |
| Good | 65 | 4.5% |
| Fair - dampness or some cracking or settling | 45 | 3.1% |
| nan | 37 | 2.5% |
| Poor - Severe cracking, settling, or wetness | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1358 | ||
| dampness | 1356 | |
| typical | 1311 | |
| slight | 1311 | |
| allowed | 1311 | |
| or | 92 | 1.3% |
| good | 65 | 0.9% |
| cracking | 47 | 0.7% |
| settling | 47 | 0.7% |
| fair | 45 | 0.6% |
| Other values (5) | 88 | 1.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5571 | ||
| l | 5291 | |
| s | 4119 | 9.0% |
| a | 4107 | 9.0% |
| e | 2769 | 6.1% |
| i | 2761 | 6.0% |
| d | 2732 | 6.0% |
| p | 2667 | 5.8% |
| o | 1582 | 3.5% |
| n | 1526 | 3.3% |
| Other values (17) | 12577 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 45702 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5571 | ||
| l | 5291 | |
| s | 4119 | 9.0% |
| a | 4107 | 9.0% |
| e | 2769 | 6.1% |
| i | 2761 | 6.0% |
| d | 2732 | 6.0% |
| p | 2667 | 5.8% |
| o | 1582 | 3.5% |
| n | 1526 | 3.3% |
| Other values (17) | 12577 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 45702 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5571 | ||
| l | 5291 | |
| s | 4119 | 9.0% |
| a | 4107 | 9.0% |
| e | 2769 | 6.1% |
| i | 2761 | 6.0% |
| d | 2732 | 6.0% |
| p | 2667 | 5.8% |
| o | 1582 | 3.5% |
| n | 1526 | 3.3% |
| Other values (17) | 12577 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 45702 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5571 | ||
| l | 5291 | |
| s | 4119 | 9.0% |
| a | 4107 | 9.0% |
| e | 2769 | 6.1% |
| i | 2761 | 6.0% |
| d | 2732 | 6.0% |
| p | 2667 | 5.8% |
| o | 1582 | 3.5% |
| n | 1526 | 3.3% |
| Other values (17) | 12577 |
BsmtExposure
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| No Exposure | |
|---|---|
| Average Exposure (split levels or foyers typically score average or above) | |
| Good Exposure | |
| Mimimum Exposure | |
| nan | 38 |
Length
| Max length | 74 |
|---|---|
| Median length | 11 |
| Mean length | 20.902055 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | No Exposure |
|---|---|
| 2nd row | Good Exposure |
| 3rd row | Mimimum Exposure |
| 4th row | No Exposure |
| 5th row | Average Exposure (split levels or foyers typically score average or above) |
Common Values
| Value | Count | Frequency (%) |
| No Exposure | 953 | |
| Average Exposure (split levels or foyers typically score average or above) | 221 | 15.1% |
| Good Exposure | 134 | 9.2% |
| Mimimum Exposure | 114 | 7.8% |
| nan | 38 | 2.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| exposure | 1422 | |
| no | 953 | |
| average | 442 | 9.1% |
| or | 442 | 9.1% |
| split | 221 | 4.5% |
| levels | 221 | 4.5% |
| foyers | 221 | 4.5% |
| typically | 221 | 4.5% |
| score | 221 | 4.5% |
| above | 221 | 4.5% |
| Other values (3) | 286 | 5.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 3748 | |
| 3411 | ||
| e | 3411 | |
| r | 2748 | 9.0% |
| s | 2306 | 7.6% |
| p | 1864 | 6.1% |
| u | 1536 | 5.0% |
| E | 1422 | 4.7% |
| x | 1422 | 4.7% |
| a | 1143 | 3.7% |
| Other values (18) | 7506 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 30517 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| o | 3748 | |
| 3411 | ||
| e | 3411 | |
| r | 2748 | 9.0% |
| s | 2306 | 7.6% |
| p | 1864 | 6.1% |
| u | 1536 | 5.0% |
| E | 1422 | 4.7% |
| x | 1422 | 4.7% |
| a | 1143 | 3.7% |
| Other values (18) | 7506 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 30517 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| o | 3748 | |
| 3411 | ||
| e | 3411 | |
| r | 2748 | 9.0% |
| s | 2306 | 7.6% |
| p | 1864 | 6.1% |
| u | 1536 | 5.0% |
| E | 1422 | 4.7% |
| x | 1422 | 4.7% |
| a | 1143 | 3.7% |
| Other values (18) | 7506 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 30517 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| o | 3748 | |
| 3411 | ||
| e | 3411 | |
| r | 2748 | 9.0% |
| s | 2306 | 7.6% |
| p | 1864 | 6.1% |
| u | 1536 | 5.0% |
| E | 1422 | 4.7% |
| x | 1422 | 4.7% |
| a | 1143 | 3.7% |
| Other values (18) | 7506 |
BsmtFinType1
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Unfinshed | |
|---|---|
| Good Living Quarters | |
| Average Living Quarters | |
| Below Average Living Quarters | |
| Average Rec Room | |
| Other values (2) |
Length
| Max length | 29 |
|---|---|
| Median length | 23 |
| Mean length | 16.873288 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good Living Quarters |
|---|---|
| 2nd row | Average Living Quarters |
| 3rd row | Good Living Quarters |
| 4th row | Average Living Quarters |
| 5th row | Good Living Quarters |
Common Values
| Value | Count | Frequency (%) |
| Unfinshed | 430 | |
| Good Living Quarters | 418 | |
| Average Living Quarters | 220 | |
| Below Average Living Quarters | 148 | 10.1% |
| Average Rec Room | 133 | 9.1% |
| Low Quality | 74 | 5.1% |
| nan | 37 | 2.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| living | 786 | |
| quarters | 786 | |
| average | 501 | |
| unfinshed | 430 | |
| good | 418 | |
| below | 148 | 4.2% |
| rec | 133 | 3.8% |
| room | 133 | 3.8% |
| low | 74 | 2.1% |
| quality | 74 | 2.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2499 | 10.1% |
| i | 2076 | 8.4% |
| r | 2073 | 8.4% |
| 2060 | 8.4% | |
| n | 1720 | 7.0% |
| a | 1398 | 5.7% |
| o | 1324 | 5.4% |
| g | 1287 | 5.2% |
| v | 1287 | 5.2% |
| s | 1216 | 4.9% |
| Other values (17) | 7695 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 24635 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2499 | 10.1% |
| i | 2076 | 8.4% |
| r | 2073 | 8.4% |
| 2060 | 8.4% | |
| n | 1720 | 7.0% |
| a | 1398 | 5.7% |
| o | 1324 | 5.4% |
| g | 1287 | 5.2% |
| v | 1287 | 5.2% |
| s | 1216 | 4.9% |
| Other values (17) | 7695 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 24635 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2499 | 10.1% |
| i | 2076 | 8.4% |
| r | 2073 | 8.4% |
| 2060 | 8.4% | |
| n | 1720 | 7.0% |
| a | 1398 | 5.7% |
| o | 1324 | 5.4% |
| g | 1287 | 5.2% |
| v | 1287 | 5.2% |
| s | 1216 | 4.9% |
| Other values (17) | 7695 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 24635 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2499 | 10.1% |
| i | 2076 | 8.4% |
| r | 2073 | 8.4% |
| 2060 | 8.4% | |
| n | 1720 | 7.0% |
| a | 1398 | 5.7% |
| o | 1324 | 5.4% |
| g | 1287 | 5.2% |
| v | 1287 | 5.2% |
| s | 1216 | 4.9% |
| Other values (17) | 7695 |
BsmtFinSF1
Real number (ℝ)
Zeros 
| Distinct | 637 |
|---|---|
| Distinct (%) | 43.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 443.63973 |
| Minimum | 0 |
|---|---|
| Maximum | 5644 |
| Zeros | 467 |
| Zeros (%) | 32.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 383.5 |
| Q3 | 712.25 |
| 95-th percentile | 1274 |
| Maximum | 5644 |
| Range | 5644 |
| Interquartile range (IQR) | 712.25 |
Descriptive statistics
| Standard deviation | 456.09809 |
|---|---|
| Coefficient of variation (CV) | 1.0280822 |
| Kurtosis | 11.118236 |
| Mean | 443.63973 |
| Median Absolute Deviation (MAD) | 383.5 |
| Skewness | 1.6855031 |
| Sum | 647714 |
| Variance | 208025.47 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 467 | |
| 24 | 12 | 0.8% |
| 16 | 9 | 0.6% |
| 686 | 5 | 0.3% |
| 662 | 5 | 0.3% |
| 20 | 5 | 0.3% |
| 936 | 5 | 0.3% |
| 616 | 5 | 0.3% |
| 560 | 4 | 0.3% |
| 553 | 4 | 0.3% |
| Other values (627) | 939 |
| Value | Count | Frequency (%) |
| 0 | 467 | |
| 2 | 1 | 0.1% |
| 16 | 9 | 0.6% |
| 20 | 5 | 0.3% |
| 24 | 12 | 0.8% |
| 25 | 1 | 0.1% |
| 27 | 1 | 0.1% |
| 28 | 3 | 0.2% |
| 33 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5644 | 1 | |
| 2260 | 1 | |
| 2188 | 1 | |
| 2096 | 1 | |
| 1904 | 1 | |
| 1880 | 1 | |
| 1810 | 1 | |
| 1767 | 1 | |
| 1721 | 1 | |
| 1696 | 1 |
BsmtFinType2
Categorical
Imbalance 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Unfinshed | |
|---|---|
| Average Rec Room | 54 |
| Low Quality | 46 |
| nan | 38 |
| Below Average Living Quarters | 33 |
| Other values (2) | 33 |
Length
| Max length | 29 |
|---|---|
| Median length | 9 |
| Mean length | 9.9054795 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Unfinshed |
|---|---|
| 2nd row | Unfinshed |
| 3rd row | Unfinshed |
| 4th row | Unfinshed |
| 5th row | Unfinshed |
Common Values
| Value | Count | Frequency (%) |
| Unfinshed | 1256 | |
| Average Rec Room | 54 | 3.7% |
| Low Quality | 46 | 3.2% |
| nan | 38 | 2.6% |
| Below Average Living Quarters | 33 | 2.3% |
| Average Living Quarters | 19 | 1.3% |
| Good Living Quarters | 14 | 1.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| unfinshed | 1256 | |
| average | 106 | 6.0% |
| living | 66 | 3.7% |
| quarters | 66 | 3.7% |
| rec | 54 | 3.0% |
| room | 54 | 3.0% |
| low | 46 | 2.6% |
| quality | 46 | 2.6% |
| nan | 38 | 2.1% |
| below | 33 | 1.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2654 | |
| e | 1621 | |
| i | 1434 | |
| s | 1322 | |
| d | 1270 | |
| U | 1256 | |
| f | 1256 | |
| h | 1256 | |
| 319 | 2.2% | |
| a | 256 | 1.8% |
| Other values (17) | 1818 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14462 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2654 | |
| e | 1621 | |
| i | 1434 | |
| s | 1322 | |
| d | 1270 | |
| U | 1256 | |
| f | 1256 | |
| h | 1256 | |
| 319 | 2.2% | |
| a | 256 | 1.8% |
| Other values (17) | 1818 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14462 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2654 | |
| e | 1621 | |
| i | 1434 | |
| s | 1322 | |
| d | 1270 | |
| U | 1256 | |
| f | 1256 | |
| h | 1256 | |
| 319 | 2.2% | |
| a | 256 | 1.8% |
| Other values (17) | 1818 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14462 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2654 | |
| e | 1621 | |
| i | 1434 | |
| s | 1322 | |
| d | 1270 | |
| U | 1256 | |
| f | 1256 | |
| h | 1256 | |
| 319 | 2.2% | |
| a | 256 | 1.8% |
| Other values (17) | 1818 |
BsmtFinSF2
Real number (ℝ)
Zeros 
| Distinct | 144 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.549315 |
| Minimum | 0 |
|---|---|
| Maximum | 1474 |
| Zeros | 1293 |
| Zeros (%) | 88.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 396.2 |
| Maximum | 1474 |
| Range | 1474 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 161.31927 |
|---|---|
| Coefficient of variation (CV) | 3.4655563 |
| Kurtosis | 20.113338 |
| Mean | 46.549315 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.2552611 |
| Sum | 67962 |
| Variance | 26023.908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 180 | 5 | 0.3% |
| 374 | 3 | 0.2% |
| 551 | 2 | 0.1% |
| 147 | 2 | 0.1% |
| 294 | 2 | 0.1% |
| 391 | 2 | 0.1% |
| 539 | 2 | 0.1% |
| 96 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| Other values (134) | 145 | 9.9% |
| Value | Count | Frequency (%) |
| 0 | 1293 | |
| 28 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 40 | 1 | 0.1% |
| 41 | 2 | 0.1% |
| 64 | 2 | 0.1% |
| 68 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 81 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 1474 | 1 | |
| 1127 | 1 | |
| 1120 | 1 | |
| 1085 | 1 | |
| 1080 | 1 | |
| 1063 | 1 | |
| 1061 | 1 | |
| 1057 | 1 | |
| 1031 | 1 | |
| 1029 | 1 |
BsmtUnfSF
Real number (ℝ)
Zeros 
| Distinct | 780 |
|---|---|
| Distinct (%) | 53.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 567.24041 |
| Minimum | 0 |
|---|---|
| Maximum | 2336 |
| Zeros | 118 |
| Zeros (%) | 8.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 223 |
| median | 477.5 |
| Q3 | 808 |
| 95-th percentile | 1468 |
| Maximum | 2336 |
| Range | 2336 |
| Interquartile range (IQR) | 585 |
Descriptive statistics
| Standard deviation | 441.86696 |
|---|---|
| Coefficient of variation (CV) | 0.77897651 |
| Kurtosis | 0.47499399 |
| Mean | 567.24041 |
| Median Absolute Deviation (MAD) | 288 |
| Skewness | 0.92026845 |
| Sum | 828171 |
| Variance | 195246.41 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 118 | 8.1% |
| 728 | 9 | 0.6% |
| 384 | 8 | 0.5% |
| 600 | 7 | 0.5% |
| 300 | 7 | 0.5% |
| 572 | 7 | 0.5% |
| 270 | 6 | 0.4% |
| 625 | 6 | 0.4% |
| 672 | 6 | 0.4% |
| 440 | 6 | 0.4% |
| Other values (770) | 1280 |
| Value | Count | Frequency (%) |
| 0 | 118 | |
| 14 | 1 | 0.1% |
| 15 | 1 | 0.1% |
| 23 | 2 | 0.1% |
| 26 | 1 | 0.1% |
| 29 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 2 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 2336 | 1 | |
| 2153 | 1 | |
| 2121 | 1 | |
| 2046 | 1 | |
| 2042 | 1 | |
| 2002 | 1 | |
| 1969 | 1 | |
| 1935 | 1 | |
| 1926 | 1 | |
| 1907 | 1 |
TotalBsmtSF
Real number (ℝ)
Zeros 
| Distinct | 721 |
|---|---|
| Distinct (%) | 49.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1057.4295 |
| Minimum | 0 |
|---|---|
| Maximum | 6110 |
| Zeros | 37 |
| Zeros (%) | 2.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 519.3 |
| Q1 | 795.75 |
| median | 991.5 |
| Q3 | 1298.25 |
| 95-th percentile | 1753 |
| Maximum | 6110 |
| Range | 6110 |
| Interquartile range (IQR) | 502.5 |
Descriptive statistics
| Standard deviation | 438.70532 |
|---|---|
| Coefficient of variation (CV) | 0.41487905 |
| Kurtosis | 13.250483 |
| Mean | 1057.4295 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.5242545 |
| Sum | 1543847 |
| Variance | 192462.36 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 37 | 2.5% |
| 864 | 35 | 2.4% |
| 672 | 17 | 1.2% |
| 912 | 15 | 1.0% |
| 1040 | 14 | 1.0% |
| 816 | 13 | 0.9% |
| 768 | 12 | 0.8% |
| 728 | 12 | 0.8% |
| 894 | 11 | 0.8% |
| 780 | 11 | 0.8% |
| Other values (711) | 1283 |
| Value | Count | Frequency (%) |
| 0 | 37 | |
| 105 | 1 | 0.1% |
| 190 | 1 | 0.1% |
| 264 | 3 | 0.2% |
| 270 | 1 | 0.1% |
| 290 | 1 | 0.1% |
| 319 | 1 | 0.1% |
| 360 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 384 | 7 | 0.5% |
| Value | Count | Frequency (%) |
| 6110 | 1 | |
| 3206 | 1 | |
| 3200 | 1 | |
| 3138 | 1 | |
| 3094 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2444 | 1 | |
| 2396 | 1 | |
| 2392 | 1 |
Heating
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Gas forced warm air furnace | |
|---|---|
| Gas hot water or steam heat | 18 |
| Gravity furnace | 7 |
| Wall furnace | 4 |
| Hot water or steam heat other than gas | 2 |
Length
| Max length | 38 |
|---|---|
| Median length | 27 |
| Mean length | 26.906849 |
| Min length | 12 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Gas forced warm air furnace |
|---|---|
| 2nd row | Gas forced warm air furnace |
| 3rd row | Gas forced warm air furnace |
| 4th row | Gas forced warm air furnace |
| 5th row | Gas forced warm air furnace |
Common Values
| Value | Count | Frequency (%) |
| Gas forced warm air furnace | 1428 | |
| Gas hot water or steam heat | 18 | 1.2% |
| Gravity furnace | 7 | 0.5% |
| Wall furnace | 4 | 0.3% |
| Hot water or steam heat other than gas | 2 | 0.1% |
| Floor Furnace | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| gas | 1448 | |
| furnace | 1440 | |
| forced | 1428 | |
| warm | 1428 | |
| air | 1428 | |
| hot | 20 | 0.3% |
| water | 20 | 0.3% |
| or | 20 | 0.3% |
| steam | 20 | 0.3% |
| heat | 20 | 0.3% |
| Other values (5) | 16 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 5828 | ||
| a | 5817 | |
| r | 5774 | |
| e | 2930 | 7.5% |
| c | 2868 | 7.3% |
| f | 2867 | 7.3% |
| o | 1472 | 3.7% |
| s | 1468 | 3.7% |
| G | 1453 | 3.7% |
| w | 1448 | 3.7% |
| Other values (14) | 7359 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 39284 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 5828 | ||
| a | 5817 | |
| r | 5774 | |
| e | 2930 | 7.5% |
| c | 2868 | 7.3% |
| f | 2867 | 7.3% |
| o | 1472 | 3.7% |
| s | 1468 | 3.7% |
| G | 1453 | 3.7% |
| w | 1448 | 3.7% |
| Other values (14) | 7359 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 39284 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 5828 | ||
| a | 5817 | |
| r | 5774 | |
| e | 2930 | 7.5% |
| c | 2868 | 7.3% |
| f | 2867 | 7.3% |
| o | 1472 | 3.7% |
| s | 1468 | 3.7% |
| G | 1453 | 3.7% |
| w | 1448 | 3.7% |
| Other values (14) | 7359 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 39284 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 5828 | ||
| a | 5817 | |
| r | 5774 | |
| e | 2930 | 7.5% |
| c | 2868 | 7.3% |
| f | 2867 | 7.3% |
| o | 1472 | 3.7% |
| s | 1468 | 3.7% |
| G | 1453 | 3.7% |
| w | 1448 | 3.7% |
| Other values (14) | 7359 |
HeatingQC
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Excellent | |
|---|---|
| Average/Typical | |
| Good | |
| Fair | 49 |
| Poor | 1 |
Length
| Max length | 15 |
|---|---|
| Median length | 9 |
| Mean length | 9.7623288 |
| Min length | 4 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Excellent |
|---|---|
| 2nd row | Excellent |
| 3rd row | Excellent |
| 4th row | Good |
| 5th row | Excellent |
Common Values
| Value | Count | Frequency (%) |
| Excellent | 741 | |
| Average/Typical | 428 | |
| Good | 241 | 16.5% |
| Fair | 49 | 3.4% |
| Poor | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| excellent | 741 | |
| average/typical | 428 | |
| good | 241 | 16.5% |
| fair | 49 | 3.4% |
| poor | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 2338 | |
| l | 1910 | |
| c | 1169 | 8.2% |
| a | 905 | 6.3% |
| E | 741 | 5.2% |
| n | 741 | 5.2% |
| t | 741 | 5.2% |
| x | 741 | 5.2% |
| o | 484 | 3.4% |
| r | 478 | 3.4% |
| Other values (12) | 4005 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14253 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 2338 | |
| l | 1910 | |
| c | 1169 | 8.2% |
| a | 905 | 6.3% |
| E | 741 | 5.2% |
| n | 741 | 5.2% |
| t | 741 | 5.2% |
| x | 741 | 5.2% |
| o | 484 | 3.4% |
| r | 478 | 3.4% |
| Other values (12) | 4005 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14253 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 2338 | |
| l | 1910 | |
| c | 1169 | 8.2% |
| a | 905 | 6.3% |
| E | 741 | 5.2% |
| n | 741 | 5.2% |
| t | 741 | 5.2% |
| x | 741 | 5.2% |
| o | 484 | 3.4% |
| r | 478 | 3.4% |
| Other values (12) | 4005 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14253 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 2338 | |
| l | 1910 | |
| c | 1169 | 8.2% |
| a | 905 | 6.3% |
| E | 741 | 5.2% |
| n | 741 | 5.2% |
| t | 741 | 5.2% |
| x | 741 | 5.2% |
| o | 484 | 3.4% |
| r | 478 | 3.4% |
| Other values (12) | 4005 |
CentralAir
Boolean
Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 12.8 KiB |
| True | |
|---|---|
| False | 95 |
| Value | Count | Frequency (%) |
| True | 1365 | |
| False | 95 | 6.5% |
Electrical
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Standard Circuit Breakers & Romex | |
|---|---|
| Fuse Box over 60 AMP and all Romex wiring (Average) | 94 |
| 60 AMP Fuse Box and mostly Romex wiring (Fair) | 27 |
| 60 AMP Fuse Box and mostly knob & tube wiring (poor) | 3 |
| Mixed | 1 |
Length
| Max length | 52 |
|---|---|
| Median length | 33 |
| Mean length | 34.39863 |
| Min length | 3 |
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Standard Circuit Breakers & Romex |
|---|---|
| 2nd row | Standard Circuit Breakers & Romex |
| 3rd row | Standard Circuit Breakers & Romex |
| 4th row | Standard Circuit Breakers & Romex |
| 5th row | Standard Circuit Breakers & Romex |
Common Values
| Value | Count | Frequency (%) |
| Standard Circuit Breakers & Romex | 1334 | |
| Fuse Box over 60 AMP and all Romex wiring (Average) | 94 | 6.4% |
| 60 AMP Fuse Box and mostly Romex wiring (Fair) | 27 | 1.8% |
| 60 AMP Fuse Box and mostly knob & tube wiring (poor) | 3 | 0.2% |
| Mixed | 1 | 0.1% |
| nan | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| romex | 1455 | |
| 1337 | ||
| standard | 1334 | |
| breakers | 1334 | |
| circuit | 1334 | |
| 60 | 124 | 1.6% |
| wiring | 124 | 1.6% |
| amp | 124 | 1.6% |
| and | 124 | 1.6% |
| box | 124 | 1.6% |
| Other values (11) | 474 | 6.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 6428 | ||
| r | 5678 | 11.3% |
| e | 4533 | 9.0% |
| a | 4342 | 8.6% |
| i | 2944 | 5.9% |
| d | 2793 | 5.6% |
| t | 2701 | 5.4% |
| o | 1712 | 3.4% |
| n | 1587 | 3.2% |
| x | 1580 | 3.1% |
| Other values (25) | 15924 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 50222 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6428 | ||
| r | 5678 | 11.3% |
| e | 4533 | 9.0% |
| a | 4342 | 8.6% |
| i | 2944 | 5.9% |
| d | 2793 | 5.6% |
| t | 2701 | 5.4% |
| o | 1712 | 3.4% |
| n | 1587 | 3.2% |
| x | 1580 | 3.1% |
| Other values (25) | 15924 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 50222 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6428 | ||
| r | 5678 | 11.3% |
| e | 4533 | 9.0% |
| a | 4342 | 8.6% |
| i | 2944 | 5.9% |
| d | 2793 | 5.6% |
| t | 2701 | 5.4% |
| o | 1712 | 3.4% |
| n | 1587 | 3.2% |
| x | 1580 | 3.1% |
| Other values (25) | 15924 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 50222 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6428 | ||
| r | 5678 | 11.3% |
| e | 4533 | 9.0% |
| a | 4342 | 8.6% |
| i | 2944 | 5.9% |
| d | 2793 | 5.6% |
| t | 2701 | 5.4% |
| o | 1712 | 3.4% |
| n | 1587 | 3.2% |
| x | 1580 | 3.1% |
| Other values (25) | 15924 |
1stFlrSF
Real number (ℝ)
| Distinct | 753 |
|---|---|
| Distinct (%) | 51.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1162.6267 |
| Minimum | 334 |
|---|---|
| Maximum | 4692 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 672.95 |
| Q1 | 882 |
| median | 1087 |
| Q3 | 1391.25 |
| 95-th percentile | 1831.25 |
| Maximum | 4692 |
| Range | 4358 |
| Interquartile range (IQR) | 509.25 |
Descriptive statistics
| Standard deviation | 386.58774 |
|---|---|
| Coefficient of variation (CV) | 0.33251235 |
| Kurtosis | 5.7458415 |
| Mean | 1162.6267 |
| Median Absolute Deviation (MAD) | 234.5 |
| Skewness | 1.3767566 |
| Sum | 1697435 |
| Variance | 149450.08 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 25 | 1.7% |
| 1040 | 16 | 1.1% |
| 912 | 14 | 1.0% |
| 894 | 12 | 0.8% |
| 848 | 12 | 0.8% |
| 672 | 11 | 0.8% |
| 630 | 9 | 0.6% |
| 816 | 9 | 0.6% |
| 483 | 7 | 0.5% |
| 960 | 7 | 0.5% |
| Other values (743) | 1338 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 372 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 483 | 7 | |
| 495 | 1 | 0.1% |
| 520 | 5 | |
| 525 | 1 | 0.1% |
| 526 | 1 | 0.1% |
| 536 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 4692 | 1 | |
| 3228 | 1 | |
| 3138 | 1 | |
| 2898 | 1 | |
| 2633 | 1 | |
| 2524 | 1 | |
| 2515 | 1 | |
| 2444 | 1 | |
| 2411 | 1 | |
| 2402 | 1 |
2ndFlrSF
Real number (ℝ)
Zeros 
| Distinct | 417 |
|---|---|
| Distinct (%) | 28.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 346.99247 |
| Minimum | 0 |
|---|---|
| Maximum | 2065 |
| Zeros | 829 |
| Zeros (%) | 56.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 728 |
| 95-th percentile | 1141.05 |
| Maximum | 2065 |
| Range | 2065 |
| Interquartile range (IQR) | 728 |
Descriptive statistics
| Standard deviation | 436.52844 |
|---|---|
| Coefficient of variation (CV) | 1.2580343 |
| Kurtosis | -0.55346356 |
| Mean | 346.99247 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.81302982 |
| Sum | 506609 |
| Variance | 190557.08 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 728 | 10 | 0.7% |
| 504 | 9 | 0.6% |
| 546 | 8 | 0.5% |
| 672 | 8 | 0.5% |
| 600 | 7 | 0.5% |
| 720 | 7 | 0.5% |
| 896 | 6 | 0.4% |
| 862 | 5 | 0.3% |
| 780 | 5 | 0.3% |
| Other values (407) | 566 |
| Value | Count | Frequency (%) |
| 0 | 829 | |
| 110 | 1 | 0.1% |
| 167 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 208 | 1 | 0.1% |
| 213 | 1 | 0.1% |
| 220 | 1 | 0.1% |
| 224 | 1 | 0.1% |
| 240 | 2 | 0.1% |
| 252 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2065 | 1 | |
| 1872 | 1 | |
| 1818 | 1 | |
| 1796 | 1 | |
| 1611 | 1 | |
| 1589 | 1 | |
| 1540 | 1 | |
| 1538 | 1 | |
| 1523 | 1 | |
| 1519 | 1 |
LowQualFinSF
Real number (ℝ)
Zeros 
| Distinct | 24 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8445205 |
| Minimum | 0 |
|---|---|
| Maximum | 572 |
| Zeros | 1434 |
| Zeros (%) | 98.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 572 |
| Range | 572 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 48.623081 |
|---|---|
| Coefficient of variation (CV) | 8.3194303 |
| Kurtosis | 83.234817 |
| Mean | 5.8445205 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 9.0113413 |
| Sum | 8533 |
| Variance | 2364.204 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1434 | |
| 80 | 3 | 0.2% |
| 360 | 2 | 0.1% |
| 205 | 1 | 0.1% |
| 479 | 1 | 0.1% |
| 397 | 1 | 0.1% |
| 514 | 1 | 0.1% |
| 120 | 1 | 0.1% |
| 481 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| Other values (14) | 14 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 1434 | |
| 53 | 1 | 0.1% |
| 80 | 3 | 0.2% |
| 120 | 1 | 0.1% |
| 144 | 1 | 0.1% |
| 156 | 1 | 0.1% |
| 205 | 1 | 0.1% |
| 232 | 1 | 0.1% |
| 234 | 1 | 0.1% |
| 360 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 572 | 1 | |
| 528 | 1 | |
| 515 | 1 | |
| 514 | 1 | |
| 513 | 1 | |
| 481 | 1 | |
| 479 | 1 | |
| 473 | 1 | |
| 420 | 1 | |
| 397 | 1 |
GrLivArea
Real number (ℝ)
| Distinct | 861 |
|---|---|
| Distinct (%) | 59.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1515.4637 |
| Minimum | 334 |
|---|---|
| Maximum | 5642 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 334 |
|---|---|
| 5-th percentile | 848 |
| Q1 | 1129.5 |
| median | 1464 |
| Q3 | 1776.75 |
| 95-th percentile | 2466.1 |
| Maximum | 5642 |
| Range | 5308 |
| Interquartile range (IQR) | 647.25 |
Descriptive statistics
| Standard deviation | 525.48038 |
|---|---|
| Coefficient of variation (CV) | 0.34674561 |
| Kurtosis | 4.8951206 |
| Mean | 1515.4637 |
| Median Absolute Deviation (MAD) | 326 |
| Skewness | 1.3665604 |
| Sum | 2212577 |
| Variance | 276129.63 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 864 | 22 | 1.5% |
| 1040 | 14 | 1.0% |
| 894 | 11 | 0.8% |
| 1456 | 10 | 0.7% |
| 848 | 10 | 0.7% |
| 1200 | 9 | 0.6% |
| 912 | 9 | 0.6% |
| 816 | 8 | 0.5% |
| 1092 | 8 | 0.5% |
| 1728 | 7 | 0.5% |
| Other values (851) | 1352 |
| Value | Count | Frequency (%) |
| 334 | 1 | 0.1% |
| 438 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 520 | 1 | 0.1% |
| 605 | 1 | 0.1% |
| 616 | 1 | 0.1% |
| 630 | 6 | |
| 672 | 2 | 0.1% |
| 691 | 1 | 0.1% |
| 693 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 5642 | 1 | |
| 4676 | 1 | |
| 4476 | 1 | |
| 4316 | 1 | |
| 3627 | 1 | |
| 3608 | 1 | |
| 3493 | 1 | |
| 3447 | 1 | |
| 3395 | 1 | |
| 3279 | 1 |
BsmtFullBath
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| 0 | |
|---|---|
| 1 | |
| 2 | 15 |
| 3 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 856 | |
| 1 | 588 | |
| 2 | 15 | 1.0% |
| 3 | 1 | 0.1% |
BsmtHalfBath
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| 0 | |
|---|---|
| 1 | 80 |
| 2 | 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1378 | |
| 1 | 80 | 5.5% |
| 2 | 2 | 0.1% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 768 | |
| 1 | 650 | |
| 3 | 33 | 2.3% |
| 0 | 9 | 0.6% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 0 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 535 | |
| 2 | 12 | 0.8% |
BedroomAbvGr
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.8664384 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6 |
| Zeros (%) | 0.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 3 |
| Q3 | 3 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.81577804 |
|---|---|
| Coefficient of variation (CV) | 0.2845964 |
| Kurtosis | 2.2308746 |
| Mean | 2.8664384 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.2117901 |
| Sum | 4185 |
| Variance | 0.66549382 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 804 | |
| 2 | 358 | |
| 4 | 213 | 14.6% |
| 1 | 50 | 3.4% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 0 | 6 | 0.4% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6 | 0.4% |
| 1 | 50 | 3.4% |
| 2 | 358 | |
| 3 | 804 | |
| 4 | 213 | 14.6% |
| 5 | 21 | 1.4% |
| 6 | 7 | 0.5% |
| 8 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.1% |
| 6 | 7 | 0.5% |
| 5 | 21 | 1.4% |
| 4 | 213 | 14.6% |
| 3 | 804 | |
| 2 | 358 | |
| 1 | 50 | 3.4% |
| 0 | 6 | 0.4% |
KitchenAbvGr
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| 1 | |
|---|---|
| 2 | 65 |
| 3 | 2 |
| 0 | 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 1392 | |
| 2 | 65 | 4.5% |
| 3 | 2 | 0.1% |
| 0 | 1 | 0.1% |
KitchenQual
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Typical/Average | |
|---|---|
| Good | |
| Excellent | |
| Fair | 39 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 9.880137 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Good |
|---|---|
| 2nd row | Typical/Average |
| 3rd row | Good |
| 4th row | Good |
| 5th row | Good |
Common Values
| Value | Count | Frequency (%) |
| Typical/Average | 735 | |
| Good | 586 | |
| Excellent | 100 | 6.8% |
| Fair | 39 | 2.7% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| typical/average | 735 | |
| good | 586 | |
| excellent | 100 | 6.8% |
| fair | 39 | 2.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 1670 | 11.6% |
| a | 1509 | 10.5% |
| o | 1172 | 8.1% |
| l | 935 | 6.5% |
| c | 835 | 5.8% |
| i | 774 | 5.4% |
| r | 774 | 5.4% |
| y | 735 | 5.1% |
| g | 735 | 5.1% |
| T | 735 | 5.1% |
| Other values (11) | 4551 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 14425 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 1670 | 11.6% |
| a | 1509 | 10.5% |
| o | 1172 | 8.1% |
| l | 935 | 6.5% |
| c | 835 | 5.8% |
| i | 774 | 5.4% |
| r | 774 | 5.4% |
| y | 735 | 5.1% |
| g | 735 | 5.1% |
| T | 735 | 5.1% |
| Other values (11) | 4551 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 14425 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 1670 | 11.6% |
| a | 1509 | 10.5% |
| o | 1172 | 8.1% |
| l | 935 | 6.5% |
| c | 835 | 5.8% |
| i | 774 | 5.4% |
| r | 774 | 5.4% |
| y | 735 | 5.1% |
| g | 735 | 5.1% |
| T | 735 | 5.1% |
| Other values (11) | 4551 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 14425 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 1670 | 11.6% |
| a | 1509 | 10.5% |
| o | 1172 | 8.1% |
| l | 935 | 6.5% |
| c | 835 | 5.8% |
| i | 774 | 5.4% |
| r | 774 | 5.4% |
| y | 735 | 5.1% |
| g | 735 | 5.1% |
| T | 735 | 5.1% |
| Other values (11) | 4551 |
TotRmsAbvGrd
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.5178082 |
| Minimum | 2 |
|---|---|
| Maximum | 14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 4 |
| Q1 | 5 |
| median | 6 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 14 |
| Range | 12 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.6253933 |
|---|---|
| Coefficient of variation (CV) | 0.24937728 |
| Kurtosis | 0.88076157 |
| Mean | 6.5178082 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.67634084 |
| Sum | 9516 |
| Variance | 2.6419033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 402 | |
| 7 | 329 | |
| 5 | 275 | |
| 8 | 187 | |
| 4 | 97 | 6.6% |
| 9 | 75 | 5.1% |
| 10 | 47 | 3.2% |
| 11 | 18 | 1.2% |
| 3 | 17 | 1.2% |
| 12 | 11 | 0.8% |
| Other values (2) | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 2 | 1 | 0.1% |
| 3 | 17 | 1.2% |
| 4 | 97 | 6.6% |
| 5 | 275 | |
| 6 | 402 | |
| 7 | 329 | |
| 8 | 187 | |
| 9 | 75 | 5.1% |
| 10 | 47 | 3.2% |
| 11 | 18 | 1.2% |
| Value | Count | Frequency (%) |
| 14 | 1 | 0.1% |
| 12 | 11 | 0.8% |
| 11 | 18 | 1.2% |
| 10 | 47 | 3.2% |
| 9 | 75 | 5.1% |
| 8 | 187 | |
| 7 | 329 | |
| 6 | 402 | |
| 5 | 275 | |
| 4 | 97 | 6.6% |
Functional
Categorical
Imbalance 
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Typical Functionality | |
|---|---|
| Minor Deductions 2 | 34 |
| Minor Deductions 1 | 31 |
| Moderate Deductions | 15 |
| Major Deductions 1 | 14 |
| Other values (2) | 6 |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 20.803425 |
| Min length | 16 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Typical Functionality |
|---|---|
| 2nd row | Typical Functionality |
| 3rd row | Typical Functionality |
| 4th row | Typical Functionality |
| 5th row | Typical Functionality |
Common Values
| Value | Count | Frequency (%) |
| Typical Functionality | 1360 | |
| Minor Deductions 2 | 34 | 2.3% |
| Minor Deductions 1 | 31 | 2.1% |
| Moderate Deductions | 15 | 1.0% |
| Major Deductions 1 | 14 | 1.0% |
| Major Deductions 2 | 5 | 0.3% |
| Severely Damaged | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| typical | 1360 | |
| functionality | 1360 | |
| deductions | 99 | 3.3% |
| minor | 65 | 2.2% |
| 1 | 45 | 1.5% |
| 2 | 39 | 1.3% |
| major | 19 | 0.6% |
| moderate | 15 | 0.5% |
| severely | 1 | < 0.1% |
| damaged | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 4244 | |
| n | 2884 | |
| t | 2834 | |
| c | 2819 | |
| a | 2756 | |
| y | 2721 | |
| l | 2721 | |
| o | 1558 | 5.1% |
| 1544 | 5.1% | |
| u | 1459 | 4.8% |
| Other values (16) | 4833 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 30373 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 4244 | |
| n | 2884 | |
| t | 2834 | |
| c | 2819 | |
| a | 2756 | |
| y | 2721 | |
| l | 2721 | |
| o | 1558 | 5.1% |
| 1544 | 5.1% | |
| u | 1459 | 4.8% |
| Other values (16) | 4833 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 30373 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 4244 | |
| n | 2884 | |
| t | 2834 | |
| c | 2819 | |
| a | 2756 | |
| y | 2721 | |
| l | 2721 | |
| o | 1558 | 5.1% |
| 1544 | 5.1% | |
| u | 1459 | 4.8% |
| Other values (16) | 4833 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 30373 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 4244 | |
| n | 2884 | |
| t | 2834 | |
| c | 2819 | |
| a | 2756 | |
| y | 2721 | |
| l | 2721 | |
| o | 1558 | 5.1% |
| 1544 | 5.1% | |
| u | 1459 | 4.8% |
| Other values (16) | 4833 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 690 | |
| 1 | 650 | |
| 2 | 115 | 7.9% |
| 3 | 5 | 0.3% |
FireplaceQu
Categorical
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| nan | |
|---|---|
| Good - Masonry Fireplace in main level | |
| Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | |
| Fair - Prefabricated Fireplace in basement | 33 |
| Excellent - Exceptional Masonry Fireplace | 24 |
Length
| Max length | 86 |
|---|---|
| Median length | 42 |
| Mean length | 31.710959 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement |
| 3rd row | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement |
| 4th row | Good - Masonry Fireplace in main level |
| 5th row | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement |
Common Values
| Value | Count | Frequency (%) |
| nan | 690 | |
| Good - Masonry Fireplace in main level | 380 | |
| Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | 313 | |
| Fair - Prefabricated Fireplace in basement | 33 | 2.3% |
| Excellent - Exceptional Masonry Fireplace | 24 | 1.6% |
| Poor - Ben Franklin Stove | 20 | 1.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| fireplace | 1063 | |
| in | 1039 | |
| 770 | ||
| masonry | 717 | |
| main | 693 | |
| nan | 690 | |
| level | 380 | 4.8% |
| good | 380 | 4.8% |
| basement | 346 | 4.4% |
| prefabricated | 346 | 4.4% |
| Other values (11) | 1413 |
Most occurring characters
| Value | Count | Frequency (%) |
| 6377 | ||
| e | 5321 | |
| a | 5217 | |
| n | 4596 | |
| i | 3844 | 8.3% |
| r | 3484 | 7.5% |
| l | 2228 | 4.8% |
| o | 1874 | 4.0% |
| c | 1457 | 3.1% |
| F | 1116 | 2.4% |
| Other values (20) | 10784 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 46298 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 6377 | ||
| e | 5321 | |
| a | 5217 | |
| n | 4596 | |
| i | 3844 | 8.3% |
| r | 3484 | 7.5% |
| l | 2228 | 4.8% |
| o | 1874 | 4.0% |
| c | 1457 | 3.1% |
| F | 1116 | 2.4% |
| Other values (20) | 10784 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 46298 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 6377 | ||
| e | 5321 | |
| a | 5217 | |
| n | 4596 | |
| i | 3844 | 8.3% |
| r | 3484 | 7.5% |
| l | 2228 | 4.8% |
| o | 1874 | 4.0% |
| c | 1457 | 3.1% |
| F | 1116 | 2.4% |
| Other values (20) | 10784 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 46298 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 6377 | ||
| e | 5321 | |
| a | 5217 | |
| n | 4596 | |
| i | 3844 | 8.3% |
| r | 3484 | 7.5% |
| l | 2228 | 4.8% |
| o | 1874 | 4.0% |
| c | 1457 | 3.1% |
| F | 1116 | 2.4% |
| Other values (20) | 10784 |
GarageType
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Attached to home | |
|---|---|
| Detached from home | |
| Built-In (Garage part of house - typically has room above garage) | |
| nan | 81 |
| Basement Garage | 19 |
| Other values (2) | 15 |
Length
| Max length | 65 |
|---|---|
| Median length | 16 |
| Mean length | 18.749315 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Attached to home |
|---|---|
| 2nd row | Attached to home |
| 3rd row | Attached to home |
| 4th row | Detached from home |
| 5th row | Attached to home |
Common Values
| Value | Count | Frequency (%) |
| Attached to home | 870 | |
| Detached from home | 387 | |
| Built-In (Garage part of house - typically has room above garage) | 88 | 6.0% |
| nan | 81 | 5.5% |
| Basement Garage | 19 | 1.3% |
| Car Port | 9 | 0.6% |
| More than one type of garage | 6 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| home | 1257 | |
| attached | 870 | |
| to | 870 | |
| detached | 387 | 7.9% |
| from | 387 | 7.9% |
| garage | 201 | 4.1% |
| of | 94 | 1.9% |
| above | 88 | 1.8% |
| room | 88 | 1.8% |
| has | 88 | 1.8% |
| Other values (13) | 582 |
Most occurring characters
| Value | Count | Frequency (%) |
| 3452 | ||
| e | 3334 | |
| t | 3301 | |
| o | 2981 | |
| h | 2696 | |
| a | 2126 | |
| m | 1751 | |
| c | 1345 | 4.9% |
| d | 1257 | 4.6% |
| A | 870 | 3.2% |
| Other values (22) | 4261 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 27374 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 3452 | ||
| e | 3334 | |
| t | 3301 | |
| o | 2981 | |
| h | 2696 | |
| a | 2126 | |
| m | 1751 | |
| c | 1345 | 4.9% |
| d | 1257 | 4.6% |
| A | 870 | 3.2% |
| Other values (22) | 4261 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 27374 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 3452 | ||
| e | 3334 | |
| t | 3301 | |
| o | 2981 | |
| h | 2696 | |
| a | 2126 | |
| m | 1751 | |
| c | 1345 | 4.9% |
| d | 1257 | 4.6% |
| A | 870 | 3.2% |
| Other values (22) | 4261 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 27374 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 3452 | ||
| e | 3334 | |
| t | 3301 | |
| o | 2981 | |
| h | 2696 | |
| a | 2126 | |
| m | 1751 | |
| c | 1345 | 4.9% |
| d | 1257 | 4.6% |
| A | 870 | 3.2% |
| Other values (22) | 4261 |
GarageYrBlt
Real number (ℝ)
Missing 
| Distinct | 97 |
|---|---|
| Distinct (%) | 7.0% |
| Missing | 81 |
| Missing (%) | 5.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1978.5062 |
| Minimum | 1900 |
|---|---|
| Maximum | 2010 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 1900 |
|---|---|
| 5-th percentile | 1930 |
| Q1 | 1961 |
| median | 1980 |
| Q3 | 2002 |
| 95-th percentile | 2007 |
| Maximum | 2010 |
| Range | 110 |
| Interquartile range (IQR) | 41 |
Descriptive statistics
| Standard deviation | 24.689725 |
|---|---|
| Coefficient of variation (CV) | 0.012478973 |
| Kurtosis | -0.418341 |
| Mean | 1978.5062 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | -0.64941462 |
| Sum | 2728360 |
| Variance | 609.58251 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2005 | 65 | 4.5% |
| 2006 | 59 | 4.0% |
| 2004 | 53 | 3.6% |
| 2003 | 50 | 3.4% |
| 2007 | 49 | 3.4% |
| 1977 | 35 | 2.4% |
| 1998 | 31 | 2.1% |
| 1999 | 30 | 2.1% |
| 1976 | 29 | 2.0% |
| 2008 | 29 | 2.0% |
| Other values (87) | 949 | |
| (Missing) | 81 | 5.5% |
| Value | Count | Frequency (%) |
| 1900 | 1 | 0.1% |
| 1906 | 1 | 0.1% |
| 1908 | 1 | 0.1% |
| 1910 | 3 | 0.2% |
| 1914 | 2 | 0.1% |
| 1915 | 2 | 0.1% |
| 1916 | 5 | 0.3% |
| 1918 | 2 | 0.1% |
| 1920 | 14 | |
| 1921 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 2010 | 3 | 0.2% |
| 2009 | 21 | 1.4% |
| 2008 | 29 | |
| 2007 | 49 | |
| 2006 | 59 | |
| 2005 | 65 | |
| 2004 | 53 | |
| 2003 | 50 | |
| 2002 | 26 | 1.8% |
| 2001 | 20 | 1.4% |
GarageFinish
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Unfinished | |
|---|---|
| Rough Finished | |
| Finished | |
| nan |
Length
| Max length | 14 |
|---|---|
| Median length | 10 |
| Mean length | 10.285616 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rough Finished |
|---|---|
| 2nd row | Rough Finished |
| 3rd row | Rough Finished |
| 4th row | Unfinished |
| 5th row | Rough Finished |
Common Values
| Value | Count | Frequency (%) |
| Unfinished | 605 | |
| Rough Finished | 422 | |
| Finished | 352 | |
| nan | 81 | 5.5% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| finished | 774 | |
| unfinished | 605 | |
| rough | 422 | |
| nan | 81 | 4.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 2758 | |
| n | 2146 | |
| h | 1801 | |
| s | 1379 | |
| e | 1379 | |
| d | 1379 | |
| F | 774 | 5.2% |
| U | 605 | 4.0% |
| f | 605 | 4.0% |
| R | 422 | 2.8% |
| Other values (5) | 1769 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 15017 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 2758 | |
| n | 2146 | |
| h | 1801 | |
| s | 1379 | |
| e | 1379 | |
| d | 1379 | |
| F | 774 | 5.2% |
| U | 605 | 4.0% |
| f | 605 | 4.0% |
| R | 422 | 2.8% |
| Other values (5) | 1769 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 15017 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 2758 | |
| n | 2146 | |
| h | 1801 | |
| s | 1379 | |
| e | 1379 | |
| d | 1379 | |
| F | 774 | 5.2% |
| U | 605 | 4.0% |
| f | 605 | 4.0% |
| R | 422 | 2.8% |
| Other values (5) | 1769 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 15017 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 2758 | |
| n | 2146 | |
| h | 1801 | |
| s | 1379 | |
| e | 1379 | |
| d | 1379 | |
| F | 774 | 5.2% |
| U | 605 | 4.0% |
| f | 605 | 4.0% |
| R | 422 | 2.8% |
| Other values (5) | 1769 |
GarageCars
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 | |
| 0 | 81 |
| 4 | 5 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 3 |
| 5th row | 3 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1460 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 824 | |
| 1 | 369 | |
| 3 | 181 | 12.4% |
| 0 | 81 | 5.5% |
| 4 | 5 | 0.3% |
GarageArea
Real number (ℝ)
Zeros 
| Distinct | 441 |
|---|---|
| Distinct (%) | 30.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 472.98014 |
| Minimum | 0 |
|---|---|
| Maximum | 1418 |
| Zeros | 81 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 334.5 |
| median | 480 |
| Q3 | 576 |
| 95-th percentile | 850.1 |
| Maximum | 1418 |
| Range | 1418 |
| Interquartile range (IQR) | 241.5 |
Descriptive statistics
| Standard deviation | 213.80484 |
|---|---|
| Coefficient of variation (CV) | 0.45203768 |
| Kurtosis | 0.9170672 |
| Mean | 472.98014 |
| Median Absolute Deviation (MAD) | 120 |
| Skewness | 0.17998091 |
| Sum | 690551 |
| Variance | 45712.51 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 81 | 5.5% |
| 440 | 49 | 3.4% |
| 576 | 47 | 3.2% |
| 240 | 38 | 2.6% |
| 484 | 34 | 2.3% |
| 528 | 33 | 2.3% |
| 288 | 27 | 1.8% |
| 400 | 25 | 1.7% |
| 264 | 24 | 1.6% |
| 480 | 24 | 1.6% |
| Other values (431) | 1078 |
| Value | Count | Frequency (%) |
| 0 | 81 | |
| 160 | 2 | 0.1% |
| 164 | 1 | 0.1% |
| 180 | 9 | 0.6% |
| 186 | 1 | 0.1% |
| 189 | 1 | 0.1% |
| 192 | 1 | 0.1% |
| 198 | 1 | 0.1% |
| 200 | 4 | 0.3% |
| 205 | 3 | 0.2% |
| Value | Count | Frequency (%) |
| 1418 | 1 | |
| 1390 | 1 | |
| 1356 | 1 | |
| 1248 | 1 | |
| 1220 | 1 | |
| 1166 | 1 | |
| 1134 | 1 | |
| 1069 | 1 | |
| 1053 | 1 | |
| 1052 | 2 |
GarageQual
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Typical/Average | |
|---|---|
| nan | 81 |
| Fair | 48 |
| Good | 14 |
| Excellent | 3 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 13.832192 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Typical/Average |
|---|---|
| 2nd row | Typical/Average |
| 3rd row | Typical/Average |
| 4th row | Typical/Average |
| 5th row | Typical/Average |
Common Values
| Value | Count | Frequency (%) |
| Typical/Average | 1311 | |
| nan | 81 | 5.5% |
| Fair | 48 | 3.3% |
| Good | 14 | 1.0% |
| Excellent | 3 | 0.2% |
| Poor | 3 | 0.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| typical/average | 1311 | |
| nan | 81 | 5.5% |
| fair | 48 | 3.3% |
| good | 14 | 1.0% |
| excellent | 3 | 0.2% |
| poor | 3 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2751 | |
| e | 2628 | |
| r | 1362 | 6.7% |
| i | 1359 | 6.7% |
| l | 1317 | 6.5% |
| c | 1314 | 6.5% |
| v | 1311 | 6.5% |
| g | 1311 | 6.5% |
| y | 1311 | 6.5% |
| T | 1311 | 6.5% |
| Other values (12) | 4220 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20195 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2751 | |
| e | 2628 | |
| r | 1362 | 6.7% |
| i | 1359 | 6.7% |
| l | 1317 | 6.5% |
| c | 1314 | 6.5% |
| v | 1311 | 6.5% |
| g | 1311 | 6.5% |
| y | 1311 | 6.5% |
| T | 1311 | 6.5% |
| Other values (12) | 4220 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20195 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2751 | |
| e | 2628 | |
| r | 1362 | 6.7% |
| i | 1359 | 6.7% |
| l | 1317 | 6.5% |
| c | 1314 | 6.5% |
| v | 1311 | 6.5% |
| g | 1311 | 6.5% |
| y | 1311 | 6.5% |
| T | 1311 | 6.5% |
| Other values (12) | 4220 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20195 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2751 | |
| e | 2628 | |
| r | 1362 | 6.7% |
| i | 1359 | 6.7% |
| l | 1317 | 6.5% |
| c | 1314 | 6.5% |
| v | 1311 | 6.5% |
| g | 1311 | 6.5% |
| y | 1311 | 6.5% |
| T | 1311 | 6.5% |
| Other values (12) | 4220 |
GarageCond
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Typical/Average | |
|---|---|
| nan | 81 |
| Fair | 35 |
| Good | 9 |
| Poor | 7 |
Length
| Max length | 15 |
|---|---|
| Median length | 15 |
| Mean length | 13.941781 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Typical/Average |
|---|---|
| 2nd row | Typical/Average |
| 3rd row | Typical/Average |
| 4th row | Typical/Average |
| 5th row | Typical/Average |
Common Values
| Value | Count | Frequency (%) |
| Typical/Average | 1326 | |
| nan | 81 | 5.5% |
| Fair | 35 | 2.4% |
| Good | 9 | 0.6% |
| Poor | 7 | 0.5% |
| Excellent | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| typical/average | 1326 | |
| nan | 81 | 5.5% |
| fair | 35 | 2.4% |
| good | 9 | 0.6% |
| poor | 7 | 0.5% |
| excellent | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 2768 | |
| e | 2656 | |
| r | 1368 | 6.7% |
| i | 1361 | 6.7% |
| l | 1330 | 6.5% |
| c | 1328 | 6.5% |
| v | 1326 | 6.5% |
| g | 1326 | 6.5% |
| y | 1326 | 6.5% |
| T | 1326 | 6.5% |
| Other values (12) | 4240 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 20355 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 2768 | |
| e | 2656 | |
| r | 1368 | 6.7% |
| i | 1361 | 6.7% |
| l | 1330 | 6.5% |
| c | 1328 | 6.5% |
| v | 1326 | 6.5% |
| g | 1326 | 6.5% |
| y | 1326 | 6.5% |
| T | 1326 | 6.5% |
| Other values (12) | 4240 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 20355 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 2768 | |
| e | 2656 | |
| r | 1368 | 6.7% |
| i | 1361 | 6.7% |
| l | 1330 | 6.5% |
| c | 1328 | 6.5% |
| v | 1326 | 6.5% |
| g | 1326 | 6.5% |
| y | 1326 | 6.5% |
| T | 1326 | 6.5% |
| Other values (12) | 4240 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 20355 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 2768 | |
| e | 2656 | |
| r | 1368 | 6.7% |
| i | 1361 | 6.7% |
| l | 1330 | 6.5% |
| c | 1328 | 6.5% |
| v | 1326 | 6.5% |
| g | 1326 | 6.5% |
| y | 1326 | 6.5% |
| T | 1326 | 6.5% |
| Other values (12) | 4240 |
PavedDrive
Categorical
Imbalance 
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Paved | |
|---|---|
| Dirt/Gravel | 90 |
| Partial Pavement | 30 |
Length
| Max length | 16 |
|---|---|
| Median length | 5 |
| Mean length | 5.5958904 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Paved |
|---|---|
| 2nd row | Paved |
| 3rd row | Paved |
| 4th row | Paved |
| 5th row | Paved |
Common Values
| Value | Count | Frequency (%) |
| Paved | 1340 | |
| Dirt/Gravel | 90 | 6.2% |
| Partial Pavement | 30 | 2.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| paved | 1340 | |
| dirt/gravel | 90 | 6.0% |
| partial | 30 | 2.0% |
| pavement | 30 | 2.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 1520 | |
| e | 1490 | |
| v | 1460 | |
| P | 1400 | |
| d | 1340 | |
| r | 210 | 2.6% |
| t | 150 | 1.8% |
| i | 120 | 1.5% |
| l | 120 | 1.5% |
| D | 90 | 1.1% |
| Other values (5) | 270 | 3.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 8170 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 1520 | |
| e | 1490 | |
| v | 1460 | |
| P | 1400 | |
| d | 1340 | |
| r | 210 | 2.6% |
| t | 150 | 1.8% |
| i | 120 | 1.5% |
| l | 120 | 1.5% |
| D | 90 | 1.1% |
| Other values (5) | 270 | 3.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 8170 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 1520 | |
| e | 1490 | |
| v | 1460 | |
| P | 1400 | |
| d | 1340 | |
| r | 210 | 2.6% |
| t | 150 | 1.8% |
| i | 120 | 1.5% |
| l | 120 | 1.5% |
| D | 90 | 1.1% |
| Other values (5) | 270 | 3.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 8170 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 1520 | |
| e | 1490 | |
| v | 1460 | |
| P | 1400 | |
| d | 1340 | |
| r | 210 | 2.6% |
| t | 150 | 1.8% |
| i | 120 | 1.5% |
| l | 120 | 1.5% |
| D | 90 | 1.1% |
| Other values (5) | 270 | 3.3% |
WoodDeckSF
Real number (ℝ)
Zeros 
| Distinct | 274 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 94.244521 |
| Minimum | 0 |
|---|---|
| Maximum | 857 |
| Zeros | 761 |
| Zeros (%) | 52.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 168 |
| 95-th percentile | 335 |
| Maximum | 857 |
| Range | 857 |
| Interquartile range (IQR) | 168 |
Descriptive statistics
| Standard deviation | 125.33879 |
|---|---|
| Coefficient of variation (CV) | 1.3299319 |
| Kurtosis | 2.9929509 |
| Mean | 94.244521 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 1.5413758 |
| Sum | 137597 |
| Variance | 15709.813 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 761 | |
| 192 | 38 | 2.6% |
| 100 | 36 | 2.5% |
| 144 | 33 | 2.3% |
| 120 | 31 | 2.1% |
| 168 | 28 | 1.9% |
| 140 | 15 | 1.0% |
| 224 | 14 | 1.0% |
| 208 | 10 | 0.7% |
| 240 | 10 | 0.7% |
| Other values (264) | 484 |
| Value | Count | Frequency (%) |
| 0 | 761 | |
| 12 | 2 | 0.1% |
| 24 | 2 | 0.1% |
| 26 | 2 | 0.1% |
| 28 | 2 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 1 | 0.1% |
| 33 | 1 | 0.1% |
| 35 | 1 | 0.1% |
| 36 | 4 | 0.3% |
| Value | Count | Frequency (%) |
| 857 | 1 | |
| 736 | 1 | |
| 728 | 1 | |
| 670 | 1 | |
| 668 | 1 | |
| 635 | 1 | |
| 586 | 1 | |
| 576 | 1 | |
| 574 | 1 | |
| 550 | 1 |
OpenPorchSF
Real number (ℝ)
Zeros 
| Distinct | 202 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.660274 |
| Minimum | 0 |
|---|---|
| Maximum | 547 |
| Zeros | 656 |
| Zeros (%) | 44.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 25 |
| Q3 | 68 |
| 95-th percentile | 175.05 |
| Maximum | 547 |
| Range | 547 |
| Interquartile range (IQR) | 68 |
Descriptive statistics
| Standard deviation | 66.256028 |
|---|---|
| Coefficient of variation (CV) | 1.4199665 |
| Kurtosis | 8.4903358 |
| Mean | 46.660274 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.3643417 |
| Sum | 68124 |
| Variance | 4389.8612 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 36 | 29 | 2.0% |
| 48 | 22 | 1.5% |
| 20 | 21 | 1.4% |
| 40 | 19 | 1.3% |
| 45 | 19 | 1.3% |
| 24 | 16 | 1.1% |
| 30 | 16 | 1.1% |
| 60 | 15 | 1.0% |
| 39 | 14 | 1.0% |
| Other values (192) | 633 |
| Value | Count | Frequency (%) |
| 0 | 656 | |
| 4 | 1 | 0.1% |
| 8 | 1 | 0.1% |
| 10 | 1 | 0.1% |
| 11 | 1 | 0.1% |
| 12 | 3 | 0.2% |
| 15 | 1 | 0.1% |
| 16 | 8 | 0.5% |
| 17 | 2 | 0.1% |
| 18 | 5 | 0.3% |
| Value | Count | Frequency (%) |
| 547 | 1 | |
| 523 | 1 | |
| 502 | 1 | |
| 418 | 1 | |
| 406 | 1 | |
| 364 | 1 | |
| 341 | 1 | |
| 319 | 1 | |
| 312 | 2 | |
| 304 | 1 |
EnclosedPorch
Real number (ℝ)
Zeros 
| Distinct | 120 |
|---|---|
| Distinct (%) | 8.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.95411 |
| Minimum | 0 |
|---|---|
| Maximum | 552 |
| Zeros | 1252 |
| Zeros (%) | 85.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 180.15 |
| Maximum | 552 |
| Range | 552 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 61.119149 |
|---|---|
| Coefficient of variation (CV) | 2.7839502 |
| Kurtosis | 10.430766 |
| Mean | 21.95411 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.0898719 |
| Sum | 32053 |
| Variance | 3735.5503 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 112 | 15 | 1.0% |
| 96 | 6 | 0.4% |
| 192 | 5 | 0.3% |
| 144 | 5 | 0.3% |
| 120 | 5 | 0.3% |
| 216 | 5 | 0.3% |
| 156 | 4 | 0.3% |
| 116 | 4 | 0.3% |
| 252 | 4 | 0.3% |
| Other values (110) | 155 | 10.6% |
| Value | Count | Frequency (%) |
| 0 | 1252 | |
| 19 | 1 | 0.1% |
| 20 | 1 | 0.1% |
| 24 | 1 | 0.1% |
| 30 | 1 | 0.1% |
| 32 | 2 | 0.1% |
| 34 | 2 | 0.1% |
| 36 | 2 | 0.1% |
| 37 | 1 | 0.1% |
| 39 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 552 | 1 | |
| 386 | 1 | |
| 330 | 1 | |
| 318 | 1 | |
| 301 | 1 | |
| 294 | 1 | |
| 293 | 1 | |
| 291 | 1 | |
| 286 | 1 | |
| 280 | 1 |
3SsnPorch
Real number (ℝ)
Zeros 
| Distinct | 20 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.409589 |
| Minimum | 0 |
|---|---|
| Maximum | 508 |
| Zeros | 1436 |
| Zeros (%) | 98.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 508 |
| Range | 508 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 29.317331 |
|---|---|
| Coefficient of variation (CV) | 8.5984939 |
| Kurtosis | 123.66238 |
| Mean | 3.409589 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 10.304342 |
| Sum | 4978 |
| Variance | 859.50587 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1436 | |
| 168 | 3 | 0.2% |
| 144 | 2 | 0.1% |
| 180 | 2 | 0.1% |
| 216 | 2 | 0.1% |
| 290 | 1 | 0.1% |
| 153 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 23 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| Other values (10) | 10 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 1436 | |
| 23 | 1 | 0.1% |
| 96 | 1 | 0.1% |
| 130 | 1 | 0.1% |
| 140 | 1 | 0.1% |
| 144 | 2 | 0.1% |
| 153 | 1 | 0.1% |
| 162 | 1 | 0.1% |
| 168 | 3 | 0.2% |
| 180 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 508 | 1 | |
| 407 | 1 | |
| 320 | 1 | |
| 304 | 1 | |
| 290 | 1 | |
| 245 | 1 | |
| 238 | 1 | |
| 216 | 2 | |
| 196 | 1 | |
| 182 | 1 |
ScreenPorch
Real number (ℝ)
Zeros 
| Distinct | 76 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.060959 |
| Minimum | 0 |
|---|---|
| Maximum | 480 |
| Zeros | 1344 |
| Zeros (%) | 92.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 160 |
| Maximum | 480 |
| Range | 480 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 55.757415 |
|---|---|
| Coefficient of variation (CV) | 3.7021159 |
| Kurtosis | 18.439068 |
| Mean | 15.060959 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.1222137 |
| Sum | 21989 |
| Variance | 3108.8894 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1344 | |
| 192 | 6 | 0.4% |
| 120 | 5 | 0.3% |
| 224 | 5 | 0.3% |
| 189 | 4 | 0.3% |
| 180 | 4 | 0.3% |
| 147 | 3 | 0.2% |
| 90 | 3 | 0.2% |
| 160 | 3 | 0.2% |
| 144 | 3 | 0.2% |
| Other values (66) | 80 | 5.5% |
| Value | Count | Frequency (%) |
| 0 | 1344 | |
| 40 | 1 | 0.1% |
| 53 | 1 | 0.1% |
| 60 | 1 | 0.1% |
| 63 | 1 | 0.1% |
| 80 | 1 | 0.1% |
| 90 | 3 | 0.2% |
| 95 | 1 | 0.1% |
| 99 | 1 | 0.1% |
| 100 | 2 | 0.1% |
| Value | Count | Frequency (%) |
| 480 | 1 | |
| 440 | 1 | |
| 410 | 1 | |
| 396 | 1 | |
| 385 | 1 | |
| 374 | 1 | |
| 322 | 1 | |
| 312 | 1 | |
| 291 | 1 | |
| 288 | 2 |
PoolArea
Real number (ℝ)
Zeros 
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7589041 |
| Minimum | 0 |
|---|---|
| Maximum | 738 |
| Zeros | 1453 |
| Zeros (%) | 99.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 738 |
| Range | 738 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 40.177307 |
|---|---|
| Coefficient of variation (CV) | 14.562778 |
| Kurtosis | 223.2685 |
| Mean | 2.7589041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.828374 |
| Sum | 4028 |
| Variance | 1614.216 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1453 | |
| 512 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 1453 | |
| 480 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 738 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 738 | 1 | 0.1% |
| 648 | 1 | 0.1% |
| 576 | 1 | 0.1% |
| 555 | 1 | 0.1% |
| 519 | 1 | 0.1% |
| 512 | 1 | 0.1% |
| 480 | 1 | 0.1% |
| 0 | 1453 |
PoolQC
Categorical
Imbalance 
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| nan | |
|---|---|
| Good | 3 |
| Excellent | 2 |
| Fair | 2 |
Length
| Max length | 9 |
|---|---|
| Median length | 3 |
| Mean length | 3.0116438 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
Common Values
| Value | Count | Frequency (%) |
| nan | 1453 | |
| Good | 3 | 0.2% |
| Excellent | 2 | 0.1% |
| Fair | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nan | 1453 | |
| good | 3 | 0.2% |
| excellent | 2 | 0.1% |
| fair | 2 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2908 | |
| a | 1455 | |
| o | 6 | 0.1% |
| e | 4 | 0.1% |
| l | 4 | 0.1% |
| G | 3 | 0.1% |
| d | 3 | 0.1% |
| E | 2 | < 0.1% |
| x | 2 | < 0.1% |
| c | 2 | < 0.1% |
| Other values (4) | 8 | 0.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 4397 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2908 | |
| a | 1455 | |
| o | 6 | 0.1% |
| e | 4 | 0.1% |
| l | 4 | 0.1% |
| G | 3 | 0.1% |
| d | 3 | 0.1% |
| E | 2 | < 0.1% |
| x | 2 | < 0.1% |
| c | 2 | < 0.1% |
| Other values (4) | 8 | 0.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 4397 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2908 | |
| a | 1455 | |
| o | 6 | 0.1% |
| e | 4 | 0.1% |
| l | 4 | 0.1% |
| G | 3 | 0.1% |
| d | 3 | 0.1% |
| E | 2 | < 0.1% |
| x | 2 | < 0.1% |
| c | 2 | < 0.1% |
| Other values (4) | 8 | 0.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 4397 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2908 | |
| a | 1455 | |
| o | 6 | 0.1% |
| e | 4 | 0.1% |
| l | 4 | 0.1% |
| G | 3 | 0.1% |
| d | 3 | 0.1% |
| E | 2 | < 0.1% |
| x | 2 | < 0.1% |
| c | 2 | < 0.1% |
| Other values (4) | 8 | 0.2% |
Fence
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| nan | |
|---|---|
| Minimum Privacy | |
| Good Privacy | 59 |
| Good Wood | 54 |
| Minimum Wood/Wire | 11 |
Length
| Max length | 17 |
|---|---|
| Median length | 3 |
| Mean length | 4.9815068 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
Common Values
| Value | Count | Frequency (%) |
| nan | 1179 | |
| Minimum Privacy | 157 | 10.8% |
| Good Privacy | 59 | 4.0% |
| Good Wood | 54 | 3.7% |
| Minimum Wood/Wire | 11 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nan | 1179 | |
| privacy | 216 | 12.4% |
| minimum | 168 | 9.6% |
| good | 113 | 6.5% |
| wood | 54 | 3.1% |
| wood/wire | 11 | 0.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2526 | |
| a | 1395 | |
| i | 563 | 7.7% |
| o | 356 | 4.9% |
| m | 336 | 4.6% |
| 281 | 3.9% | |
| r | 227 | 3.1% |
| y | 216 | 3.0% |
| c | 216 | 3.0% |
| v | 216 | 3.0% |
| Other values (8) | 941 | 12.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 7273 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2526 | |
| a | 1395 | |
| i | 563 | 7.7% |
| o | 356 | 4.9% |
| m | 336 | 4.6% |
| 281 | 3.9% | |
| r | 227 | 3.1% |
| y | 216 | 3.0% |
| c | 216 | 3.0% |
| v | 216 | 3.0% |
| Other values (8) | 941 | 12.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 7273 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2526 | |
| a | 1395 | |
| i | 563 | 7.7% |
| o | 356 | 4.9% |
| m | 336 | 4.6% |
| 281 | 3.9% | |
| r | 227 | 3.1% |
| y | 216 | 3.0% |
| c | 216 | 3.0% |
| v | 216 | 3.0% |
| Other values (8) | 941 | 12.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 7273 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2526 | |
| a | 1395 | |
| i | 563 | 7.7% |
| o | 356 | 4.9% |
| m | 336 | 4.6% |
| 281 | 3.9% | |
| r | 227 | 3.1% |
| y | 216 | 3.0% |
| c | 216 | 3.0% |
| v | 216 | 3.0% |
| Other values (8) | 941 | 12.9% |
MiscFeature
Categorical
Imbalance 
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| nan | |
|---|---|
| Shed (over 100 SF) | 49 |
| 2nd Garage (if not described in garage section) | 2 |
| Other | 2 |
| Tennis Court | 1 |
Length
| Max length | 47 |
|---|---|
| Median length | 3 |
| Mean length | 3.5726027 |
| Min length | 3 |
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | nan |
|---|---|
| 2nd row | nan |
| 3rd row | nan |
| 4th row | nan |
| 5th row | nan |
Common Values
| Value | Count | Frequency (%) |
| nan | 1406 | |
| Shed (over 100 SF) | 49 | 3.4% |
| 2nd Garage (if not described in garage section) | 2 | 0.1% |
| Other | 2 | 0.1% |
| Tennis Court | 1 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nan | 1406 | |
| shed | 49 | 3.0% |
| over | 49 | 3.0% |
| 100 | 49 | 3.0% |
| sf | 49 | 3.0% |
| garage | 4 | 0.2% |
| 2nd | 2 | 0.1% |
| if | 2 | 0.1% |
| not | 2 | 0.1% |
| described | 2 | 0.1% |
| Other values (5) | 8 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 2822 | |
| a | 1414 | |
| 162 | 3.1% | |
| e | 111 | 2.1% |
| S | 98 | 1.9% |
| 0 | 98 | 1.9% |
| r | 58 | 1.1% |
| d | 55 | 1.1% |
| o | 54 | 1.0% |
| ) | 51 | 1.0% |
| Other values (18) | 293 | 5.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5216 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 2822 | |
| a | 1414 | |
| 162 | 3.1% | |
| e | 111 | 2.1% |
| S | 98 | 1.9% |
| 0 | 98 | 1.9% |
| r | 58 | 1.1% |
| d | 55 | 1.1% |
| o | 54 | 1.0% |
| ) | 51 | 1.0% |
| Other values (18) | 293 | 5.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5216 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 2822 | |
| a | 1414 | |
| 162 | 3.1% | |
| e | 111 | 2.1% |
| S | 98 | 1.9% |
| 0 | 98 | 1.9% |
| r | 58 | 1.1% |
| d | 55 | 1.1% |
| o | 54 | 1.0% |
| ) | 51 | 1.0% |
| Other values (18) | 293 | 5.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5216 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 2822 | |
| a | 1414 | |
| 162 | 3.1% | |
| e | 111 | 2.1% |
| S | 98 | 1.9% |
| 0 | 98 | 1.9% |
| r | 58 | 1.1% |
| d | 55 | 1.1% |
| o | 54 | 1.0% |
| ) | 51 | 1.0% |
| Other values (18) | 293 | 5.6% |
MiscVal
Real number (ℝ)
Skewed  Zeros 
| Distinct | 21 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.489041 |
| Minimum | 0 |
|---|---|
| Maximum | 15500 |
| Zeros | 1408 |
| Zeros (%) | 96.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 15500 |
| Range | 15500 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 496.12302 |
|---|---|
| Coefficient of variation (CV) | 11.408001 |
| Kurtosis | 701.00334 |
| Mean | 43.489041 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 24.476794 |
| Sum | 63494 |
| Variance | 246138.06 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1408 | |
| 400 | 11 | 0.8% |
| 500 | 8 | 0.5% |
| 700 | 5 | 0.3% |
| 450 | 4 | 0.3% |
| 600 | 4 | 0.3% |
| 2000 | 4 | 0.3% |
| 1200 | 2 | 0.1% |
| 480 | 2 | 0.1% |
| 15500 | 1 | 0.1% |
| Other values (11) | 11 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 1408 | |
| 54 | 1 | 0.1% |
| 350 | 1 | 0.1% |
| 400 | 11 | 0.8% |
| 450 | 4 | 0.3% |
| 480 | 2 | 0.1% |
| 500 | 8 | 0.5% |
| 560 | 1 | 0.1% |
| 600 | 4 | 0.3% |
| 620 | 1 | 0.1% |
| Value | Count | Frequency (%) |
| 15500 | 1 | 0.1% |
| 8300 | 1 | 0.1% |
| 3500 | 1 | 0.1% |
| 2500 | 1 | 0.1% |
| 2000 | 4 | |
| 1400 | 1 | 0.1% |
| 1300 | 1 | 0.1% |
| 1200 | 2 | |
| 1150 | 1 | 0.1% |
| 800 | 1 | 0.1% |
MoSold
Real number (ℝ)
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3219178 |
| Minimum | 1 |
|---|---|
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 5 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 11 |
| Maximum | 12 |
| Range | 11 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.7036262 |
|---|---|
| Coefficient of variation (CV) | 0.42765918 |
| Kurtosis | -0.40410934 |
| Mean | 6.3219178 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.21205299 |
| Sum | 9230 |
| Variance | 7.3095947 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 253 | |
| 7 | 234 | |
| 5 | 204 | |
| 4 | 141 | |
| 8 | 122 | |
| 3 | 106 | |
| 10 | 89 | 6.1% |
| 11 | 79 | 5.4% |
| 9 | 63 | 4.3% |
| 12 | 59 | 4.0% |
| Other values (2) | 110 |
| Value | Count | Frequency (%) |
| 1 | 58 | 4.0% |
| 2 | 52 | 3.6% |
| 3 | 106 | |
| 4 | 141 | |
| 5 | 204 | |
| 6 | 253 | |
| 7 | 234 | |
| 8 | 122 | |
| 9 | 63 | 4.3% |
| 10 | 89 | 6.1% |
| Value | Count | Frequency (%) |
| 12 | 59 | 4.0% |
| 11 | 79 | 5.4% |
| 10 | 89 | 6.1% |
| 9 | 63 | 4.3% |
| 8 | 122 | |
| 7 | 234 | |
| 6 | 253 | |
| 5 | 204 | |
| 4 | 141 | |
| 3 | 106 |
YrSold
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| 2009 | |
|---|---|
| 2007 | |
| 2006 | |
| 2008 | |
| 2010 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2008 |
|---|---|
| 2nd row | 2007 |
| 3rd row | 2008 |
| 4th row | 2006 |
| 5th row | 2008 |
Common Values
| Value | Count | Frequency (%) |
| 2009 | 338 | |
| 2007 | 329 | |
| 2006 | 314 | |
| 2008 | 304 | |
| 2010 | 175 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2009 | 338 | |
| 2007 | 329 | |
| 2006 | 314 | |
| 2008 | 304 | |
| 2010 | 175 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 2920 | |
| 2 | 1460 | |
| 9 | 338 | 5.8% |
| 7 | 329 | 5.6% |
| 6 | 314 | 5.4% |
| 8 | 304 | 5.2% |
| 1 | 175 | 3.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 5840 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2920 | |
| 2 | 1460 | |
| 9 | 338 | 5.8% |
| 7 | 329 | 5.6% |
| 6 | 314 | 5.4% |
| 8 | 304 | 5.2% |
| 1 | 175 | 3.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 5840 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2920 | |
| 2 | 1460 | |
| 9 | 338 | 5.8% |
| 7 | 329 | 5.6% |
| 6 | 314 | 5.4% |
| 8 | 304 | 5.2% |
| 1 | 175 | 3.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 5840 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 2920 | |
| 2 | 1460 | |
| 9 | 338 | 5.8% |
| 7 | 329 | 5.6% |
| 6 | 314 | 5.4% |
| 8 | 304 | 5.2% |
| 1 | 175 | 3.0% |
SaleType
Categorical
Imbalance 
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Warranty Deed - Conventional | |
|---|---|
| Home just constructed and sold | 122 |
| Court Officer Deed/Estate | 43 |
| Contract Low Down | 9 |
| Contract Low Interest | 5 |
| Other values (4) | 14 |
Length
| Max length | 42 |
|---|---|
| Median length | 28 |
| Mean length | 27.980822 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Warranty Deed - Conventional |
|---|---|
| 2nd row | Warranty Deed - Conventional |
| 3rd row | Warranty Deed - Conventional |
| 4th row | Warranty Deed - Conventional |
| 5th row | Warranty Deed - Conventional |
Common Values
| Value | Count | Frequency (%) |
| Warranty Deed - Conventional | 1267 | |
| Home just constructed and sold | 122 | 8.4% |
| Court Officer Deed/Estate | 43 | 2.9% |
| Contract Low Down | 9 | 0.6% |
| Contract Low Interest | 5 | 0.3% |
| Contract Low Down payment and low interest | 5 | 0.3% |
| Warranty Deed - Cash | 4 | 0.3% |
| Other | 3 | 0.2% |
| Contract 15% Down payment regular terms | 2 | 0.1% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| warranty | 1271 | |
| 1271 | ||
| deed | 1271 | |
| conventional | 1267 | |
| and | 127 | 2.1% |
| home | 122 | 2.1% |
| just | 122 | 2.1% |
| constructed | 122 | 2.1% |
| sold | 122 | 2.1% |
| officer | 43 | 0.7% |
| Other values (12) | 177 | 3.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 5375 | |
| 4455 | ||
| e | 4259 | |
| a | 4013 | |
| t | 3107 | 7.6% |
| o | 3004 | 7.4% |
| r | 2790 | 6.8% |
| d | 1685 | 4.1% |
| l | 1396 | 3.4% |
| C | 1335 | 3.3% |
| Other values (25) | 9433 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 40852 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 5375 | |
| 4455 | ||
| e | 4259 | |
| a | 4013 | |
| t | 3107 | 7.6% |
| o | 3004 | 7.4% |
| r | 2790 | 6.8% |
| d | 1685 | 4.1% |
| l | 1396 | 3.4% |
| C | 1335 | 3.3% |
| Other values (25) | 9433 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 40852 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 5375 | |
| 4455 | ||
| e | 4259 | |
| a | 4013 | |
| t | 3107 | 7.6% |
| o | 3004 | 7.4% |
| r | 2790 | 6.8% |
| d | 1685 | 4.1% |
| l | 1396 | 3.4% |
| C | 1335 | 3.3% |
| Other values (25) | 9433 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 40852 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 5375 | |
| 4455 | ||
| e | 4259 | |
| a | 4013 | |
| t | 3107 | 7.6% |
| o | 3004 | 7.4% |
| r | 2790 | 6.8% |
| d | 1685 | 4.1% |
| l | 1396 | 3.4% |
| C | 1335 | 3.3% |
| Other values (25) | 9433 |
SaleCondition
Categorical
Imbalance 
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 22.8 KiB |
| Normal Sale | |
|---|---|
| Home was not completed when last assessed (associated with New Homes) | |
| Abnormal Sale - trade, foreclosure, short sale | 101 |
| Sale between family members | 20 |
| Allocation - two linked properties with separate deeds, typically condo with a garage unit | 12 |
Length
| Max length | 90 |
|---|---|
| Median length | 11 |
| Mean length | 19.357534 |
| Min length | 11 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Normal Sale |
|---|---|
| 2nd row | Normal Sale |
| 3rd row | Normal Sale |
| 4th row | Abnormal Sale - trade, foreclosure, short sale |
| 5th row | Normal Sale |
Common Values
| Value | Count | Frequency (%) |
| Normal Sale | 1198 | |
| Home was not completed when last assessed (associated with New Homes) | 125 | 8.6% |
| Abnormal Sale - trade, foreclosure, short sale | 101 | 6.9% |
| Sale between family members | 20 | 1.4% |
| Allocation - two linked properties with separate deeds, typically condo with a garage unit | 12 | 0.8% |
| Adjoining Land Purchase | 4 | 0.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| sale | 1420 | |
| normal | 1198 | |
| with | 149 | 3.1% |
| home | 125 | 2.6% |
| was | 125 | 2.6% |
| not | 125 | 2.6% |
| completed | 125 | 2.6% |
| when | 125 | 2.6% |
| last | 125 | 2.6% |
| assessed | 125 | 2.6% |
| Other values (25) | 1096 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 3557 | |
| 3379 | ||
| l | 3150 | |
| e | 3048 | |
| o | 2303 | |
| r | 1775 | 6.3% |
| m | 1734 | 6.1% |
| s | 1488 | 5.3% |
| N | 1323 | 4.7% |
| S | 1319 | 4.7% |
| Other values (23) | 5186 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 28262 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 3557 | |
| 3379 | ||
| l | 3150 | |
| e | 3048 | |
| o | 2303 | |
| r | 1775 | 6.3% |
| m | 1734 | 6.1% |
| s | 1488 | 5.3% |
| N | 1323 | 4.7% |
| S | 1319 | 4.7% |
| Other values (23) | 5186 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 28262 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 3557 | |
| 3379 | ||
| l | 3150 | |
| e | 3048 | |
| o | 2303 | |
| r | 1775 | 6.3% |
| m | 1734 | 6.1% |
| s | 1488 | 5.3% |
| N | 1323 | 4.7% |
| S | 1319 | 4.7% |
| Other values (23) | 5186 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 28262 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 3557 | |
| 3379 | ||
| l | 3150 | |
| e | 3048 | |
| o | 2303 | |
| r | 1775 | 6.3% |
| m | 1734 | 6.1% |
| s | 1488 | 5.3% |
| N | 1323 | 4.7% |
| S | 1319 | 4.7% |
| Other values (23) | 5186 |
SalePrice
Real number (ℝ)
| Distinct | 663 |
|---|---|
| Distinct (%) | 45.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180921.2 |
| Minimum | 34900 |
|---|---|
| Maximum | 755000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 22.8 KiB |
Quantile statistics
| Minimum | 34900 |
|---|---|
| 5-th percentile | 88000 |
| Q1 | 129975 |
| median | 163000 |
| Q3 | 214000 |
| 95-th percentile | 326100 |
| Maximum | 755000 |
| Range | 720100 |
| Interquartile range (IQR) | 84025 |
Descriptive statistics
| Standard deviation | 79442.503 |
|---|---|
| Coefficient of variation (CV) | 0.43910003 |
| Kurtosis | 6.5362819 |
| Mean | 180921.2 |
| Median Absolute Deviation (MAD) | 38000 |
| Skewness | 1.8828758 |
| Sum | 2.6414495 × 108 |
| Variance | 6.3111113 × 109 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 140000 | 20 | 1.4% |
| 135000 | 17 | 1.2% |
| 155000 | 14 | 1.0% |
| 145000 | 14 | 1.0% |
| 190000 | 13 | 0.9% |
| 110000 | 13 | 0.9% |
| 115000 | 12 | 0.8% |
| 160000 | 12 | 0.8% |
| 130000 | 11 | 0.8% |
| 139000 | 11 | 0.8% |
| Other values (653) | 1323 |
| Value | Count | Frequency (%) |
| 34900 | 1 | |
| 35311 | 1 | |
| 37900 | 1 | |
| 39300 | 1 | |
| 40000 | 1 | |
| 52000 | 1 | |
| 52500 | 1 | |
| 55000 | 2 | |
| 55993 | 1 | |
| 58500 | 1 |
| Value | Count | Frequency (%) |
| 755000 | 1 | |
| 745000 | 1 | |
| 625000 | 1 | |
| 611657 | 1 | |
| 582933 | 1 | |
| 556581 | 1 | |
| 555000 | 1 | |
| 538000 | 1 | |
| 501837 | 1 | |
| 485000 | 1 |
Missing values
Sample
| MSSubClass | MSZoning | LotFrontage | LotArea | Street | Alley | LotShape | LandContour | Utilities | LotConfig | LandSlope | Neighborhood | Condition1 | Condition2 | BldgType | HouseStyle | OverallQual | OverallCond | YearBuilt | YearRemodAdd | RoofStyle | RoofMatl | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | ExterCond | Foundation | BsmtQual | BsmtCond | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | CentralAir | Electrical | 1stFlrSF | 2ndFlrSF | LowQualFinSF | GrLivArea | BsmtFullBath | BsmtHalfBath | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | KitchenQual | TotRmsAbvGrd | Functional | Fireplaces | FireplaceQu | GarageType | GarageYrBlt | GarageFinish | GarageCars | GarageArea | GarageQual | GarageCond | PavedDrive | WoodDeckSF | OpenPorchSF | EnclosedPorch | 3SsnPorch | ScreenPorch | PoolArea | PoolQC | Fence | MiscFeature | MiscVal | MoSold | YrSold | SaleType | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Id | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1 | 2-STORY 1946 & NEWER | Residential Low Density | 65.0 | 8450 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | College Creek | Normal | Normal | Single-family Detached | 2Story | Good | Average | 2003 | 2003 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | Brick Face | 196.0 | Good | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Good Living Quarters | 706 | Unfinshed | 0 | 150 | 856 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 856 | 854 | 0 | 1710 | 1 | 0 | 2 | 1 | 3 | 1 | Good | 8 | Typical Functionality | 0 | nan | Attached to home | 2003.0 | Rough Finished | 2 | 548 | Typical/Average | Typical/Average | Paved | 0 | 61 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 2 | 2008 | Warranty Deed - Conventional | Normal Sale | 208500 |
| 2 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 80.0 | 9600 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Frontage on 2 sides of property | Gentle slope | Veenker | Adjacent to feeder street | Normal | Single-family Detached | One story | Above Average | Very Good | 1976 | 1976 | Gable | Standard (Composite) Shingle | Metal Siding | Metal Siding | nan | 0.0 | Average/Typical | Average/Typical | Cinder Block | Good (90-99 inches) | Typical - slight dampness allowed | Good Exposure | Average Living Quarters | 978 | Unfinshed | 0 | 284 | 1262 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1262 | 0 | 0 | 1262 | 0 | 1 | 2 | 0 | 3 | 1 | Typical/Average | 6 | Typical Functionality | 1 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 1976.0 | Rough Finished | 2 | 460 | Typical/Average | Typical/Average | Paved | 298 | 0 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 5 | 2007 | Warranty Deed - Conventional | Normal Sale | 181500 |
| 3 | 2-STORY 1946 & NEWER | Residential Low Density | 68.0 | 11250 | Paved | nan | Slightly irregular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | College Creek | Normal | Normal | Single-family Detached | 2Story | Good | Average | 2001 | 2002 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | Brick Face | 162.0 | Good | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | Mimimum Exposure | Good Living Quarters | 486 | Unfinshed | 0 | 434 | 920 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 920 | 866 | 0 | 1786 | 1 | 0 | 2 | 1 | 3 | 1 | Good | 6 | Typical Functionality | 1 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 2001.0 | Rough Finished | 2 | 608 | Typical/Average | Typical/Average | Paved | 0 | 42 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 9 | 2008 | Warranty Deed - Conventional | Normal Sale | 223500 |
| 4 | 2-STORY 1945 & OLDER | Residential Low Density | 60.0 | 9550 | Paved | nan | Slightly irregular | Near Flat/Level | All public Utilities (E,G,W,& S) | Corner lot | Gentle slope | Crawford | Normal | Normal | Single-family Detached | 2Story | Good | Average | 1915 | 1970 | Gable | Standard (Composite) Shingle | Wood Siding | Wd Shng | nan | 0.0 | Average/Typical | Average/Typical | Brick & Tile | Typical (80-89 inches) | Good | No Exposure | Average Living Quarters | 216 | Unfinshed | 0 | 540 | 756 | Gas forced warm air furnace | Good | Yes | Standard Circuit Breakers & Romex | 961 | 756 | 0 | 1717 | 1 | 0 | 1 | 0 | 3 | 1 | Good | 7 | Typical Functionality | 1 | Good - Masonry Fireplace in main level | Detached from home | 1998.0 | Unfinished | 3 | 642 | Typical/Average | Typical/Average | Paved | 0 | 35 | 272 | 0 | 0 | 0 | nan | nan | nan | 0 | 2 | 2006 | Warranty Deed - Conventional | Abnormal Sale - trade, foreclosure, short sale | 140000 |
| 5 | 2-STORY 1946 & NEWER | Residential Low Density | 84.0 | 14260 | Paved | nan | Slightly irregular | Near Flat/Level | All public Utilities (E,G,W,& S) | Frontage on 2 sides of property | Gentle slope | Northridge | Normal | Normal | Single-family Detached | 2Story | Very Good | Average | 2000 | 2000 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | Brick Face | 350.0 | Good | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | Average Exposure (split levels or foyers typically score average or above) | Good Living Quarters | 655 | Unfinshed | 0 | 490 | 1145 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1145 | 1053 | 0 | 2198 | 1 | 0 | 2 | 1 | 4 | 1 | Good | 9 | Typical Functionality | 1 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 2000.0 | Rough Finished | 3 | 836 | Typical/Average | Typical/Average | Paved | 192 | 84 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 12 | 2008 | Warranty Deed - Conventional | Normal Sale | 250000 |
| 6 | 1-1/2 STORY FINISHED ALL AGES | Residential Low Density | 85.0 | 14115 | Paved | nan | Slightly irregular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Mitchell | Normal | Normal | Single-family Detached | 1.5Fin | Average | Average | 1993 | 1995 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | nan | 0.0 | Average/Typical | Average/Typical | Wood | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Good Living Quarters | 732 | Unfinshed | 0 | 64 | 796 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 796 | 566 | 0 | 1362 | 1 | 0 | 1 | 1 | 1 | 1 | Typical/Average | 5 | Typical Functionality | 0 | nan | Attached to home | 1993.0 | Unfinished | 2 | 480 | Typical/Average | Typical/Average | Paved | 40 | 30 | 0 | 320 | 0 | 0 | nan | Minimum Privacy | Shed (over 100 SF) | 700 | 10 | 2009 | Warranty Deed - Conventional | Normal Sale | 143000 |
| 7 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 75.0 | 10084 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Somerset | Normal | Normal | Single-family Detached | One story | Very Good | Average | 2004 | 2005 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | Stone | 186.0 | Good | Average/Typical | Poured Contrete | Excellent (100+ inches) | Typical - slight dampness allowed | Average Exposure (split levels or foyers typically score average or above) | Good Living Quarters | 1369 | Unfinshed | 0 | 317 | 1686 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1694 | 0 | 0 | 1694 | 1 | 0 | 2 | 0 | 3 | 1 | Good | 7 | Typical Functionality | 1 | Good - Masonry Fireplace in main level | Attached to home | 2004.0 | Rough Finished | 2 | 636 | Typical/Average | Typical/Average | Paved | 255 | 57 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 8 | 2007 | Warranty Deed - Conventional | Normal Sale | 307000 |
| 8 | 2-STORY 1946 & NEWER | Residential Low Density | NaN | 10382 | Paved | nan | Slightly irregular | Near Flat/Level | All public Utilities (E,G,W,& S) | Corner lot | Gentle slope | Northwest Ames | Near positive off-site feature--park, greenbelt, etc. | Normal | Single-family Detached | 2Story | Good | Above Average | 1973 | 1973 | Gable | Standard (Composite) Shingle | Hard Board | Hard Board | Stone | 240.0 | Average/Typical | Average/Typical | Cinder Block | Good (90-99 inches) | Typical - slight dampness allowed | Mimimum Exposure | Average Living Quarters | 859 | Below Average Living Quarters | 32 | 216 | 1107 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1107 | 983 | 0 | 2090 | 1 | 0 | 2 | 1 | 3 | 1 | Typical/Average | 7 | Typical Functionality | 2 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 1973.0 | Rough Finished | 2 | 484 | Typical/Average | Typical/Average | Paved | 235 | 204 | 228 | 0 | 0 | 0 | nan | nan | Shed (over 100 SF) | 350 | 11 | 2009 | Warranty Deed - Conventional | Normal Sale | 200000 |
| 9 | 1-1/2 STORY FINISHED ALL AGES | Residential Medium Density | 51.0 | 6120 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Old Town | Adjacent to arterial street | Normal | Single-family Detached | 1.5Fin | Good | Average | 1931 | 1950 | Gable | Standard (Composite) Shingle | Brick Face | Wd Shng | nan | 0.0 | Average/Typical | Average/Typical | Brick & Tile | Typical (80-89 inches) | Typical - slight dampness allowed | No Exposure | Unfinshed | 0 | Unfinshed | 0 | 952 | 952 | Gas forced warm air furnace | Good | Yes | 60 AMP Fuse Box and mostly Romex wiring (Fair) | 1022 | 752 | 0 | 1774 | 0 | 0 | 2 | 0 | 2 | 2 | Typical/Average | 8 | Minor Deductions 1 | 2 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Detached from home | 1931.0 | Unfinished | 2 | 468 | Fair | Typical/Average | Paved | 90 | 0 | 205 | 0 | 0 | 0 | nan | nan | nan | 0 | 4 | 2008 | Warranty Deed - Conventional | Abnormal Sale - trade, foreclosure, short sale | 129900 |
| 10 | 2 FAMILY CONVERSION - ALL STYLES AND AGES | Residential Low Density | 50.0 | 7420 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Corner lot | Gentle slope | Brookside | Adjacent to arterial street | Adjacent to arterial street | 2fmCon | 1.5Unf | Average | Above Average | 1939 | 1950 | Gable | Standard (Composite) Shingle | Metal Siding | Metal Siding | nan | 0.0 | Average/Typical | Average/Typical | Brick & Tile | Typical (80-89 inches) | Typical - slight dampness allowed | No Exposure | Good Living Quarters | 851 | Unfinshed | 0 | 140 | 991 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1077 | 0 | 0 | 1077 | 1 | 0 | 1 | 0 | 2 | 2 | Typical/Average | 5 | Typical Functionality | 2 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 1939.0 | Rough Finished | 1 | 205 | Good | Typical/Average | Paved | 0 | 4 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 1 | 2008 | Warranty Deed - Conventional | Normal Sale | 118000 |
| MSSubClass | MSZoning | LotFrontage | LotArea | Street | Alley | LotShape | LandContour | Utilities | LotConfig | LandSlope | Neighborhood | Condition1 | Condition2 | BldgType | HouseStyle | OverallQual | OverallCond | YearBuilt | YearRemodAdd | RoofStyle | RoofMatl | Exterior1st | Exterior2nd | MasVnrType | MasVnrArea | ExterQual | ExterCond | Foundation | BsmtQual | BsmtCond | BsmtExposure | BsmtFinType1 | BsmtFinSF1 | BsmtFinType2 | BsmtFinSF2 | BsmtUnfSF | TotalBsmtSF | Heating | HeatingQC | CentralAir | Electrical | 1stFlrSF | 2ndFlrSF | LowQualFinSF | GrLivArea | BsmtFullBath | BsmtHalfBath | FullBath | HalfBath | BedroomAbvGr | KitchenAbvGr | KitchenQual | TotRmsAbvGrd | Functional | Fireplaces | FireplaceQu | GarageType | GarageYrBlt | GarageFinish | GarageCars | GarageArea | GarageQual | GarageCond | PavedDrive | WoodDeckSF | OpenPorchSF | EnclosedPorch | 3SsnPorch | ScreenPorch | PoolArea | PoolQC | Fence | MiscFeature | MiscVal | MoSold | YrSold | SaleType | SaleCondition | SalePrice | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Id | ||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
| 1451 | DUPLEX - ALL STYLES AND AGES | Residential Low Density | 60.0 | 9000 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Frontage on 2 sides of property | Gentle slope | North Ames | Normal | Normal | Duplex | 2Story | Average | Average | 1974 | 1974 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | nan | 0.0 | Average/Typical | Average/Typical | Cinder Block | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Unfinshed | 0 | Unfinshed | 0 | 896 | 896 | Gas forced warm air furnace | Average/Typical | Yes | Standard Circuit Breakers & Romex | 896 | 896 | 0 | 1792 | 0 | 0 | 2 | 2 | 4 | 2 | Typical/Average | 8 | Typical Functionality | 0 | nan | nan | NaN | nan | 0 | 0 | nan | nan | Paved | 32 | 45 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 9 | 2009 | Warranty Deed - Conventional | Normal Sale | 136000 |
| 1452 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 78.0 | 9262 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Somerset | Normal | Normal | Single-family Detached | One story | Very Good | Average | 2008 | 2009 | Gable | Standard (Composite) Shingle | Cement Board | CmentBd | Stone | 194.0 | Good | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Unfinshed | 0 | Unfinshed | 0 | 1573 | 1573 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1578 | 0 | 0 | 1578 | 0 | 0 | 2 | 0 | 3 | 1 | Excellent | 7 | Typical Functionality | 1 | Good - Masonry Fireplace in main level | Attached to home | 2008.0 | Finished | 3 | 840 | Typical/Average | Typical/Average | Paved | 0 | 36 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 5 | 2009 | Home just constructed and sold | Home was not completed when last assessed (associated with New Homes) | 287090 |
| 1453 | PUD - MULTILEVEL - INCL SPLIT LEV/FOYER | Residential Medium Density | 35.0 | 3675 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Edwards | Normal | Normal | Townhouse End Unit | SLvl | Average | Average | 2005 | 2005 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | Brick Face | 80.0 | Average/Typical | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | Good Exposure | Good Living Quarters | 547 | Unfinshed | 0 | 0 | 547 | Gas forced warm air furnace | Good | Yes | Standard Circuit Breakers & Romex | 1072 | 0 | 0 | 1072 | 1 | 0 | 1 | 0 | 2 | 1 | Typical/Average | 5 | Typical Functionality | 0 | nan | Basement Garage | 2005.0 | Finished | 2 | 525 | Typical/Average | Typical/Average | Paved | 0 | 28 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 5 | 2006 | Warranty Deed - Conventional | Normal Sale | 145000 |
| 1454 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 90.0 | 17217 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Mitchell | Normal | Normal | Single-family Detached | One story | Average | Average | 2006 | 2006 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | nan | 0.0 | Average/Typical | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Unfinshed | 0 | Unfinshed | 0 | 1140 | 1140 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1140 | 0 | 0 | 1140 | 0 | 0 | 1 | 0 | 3 | 1 | Typical/Average | 6 | Typical Functionality | 0 | nan | nan | NaN | nan | 0 | 0 | nan | nan | Paved | 36 | 56 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 7 | 2006 | Warranty Deed - Conventional | Abnormal Sale - trade, foreclosure, short sale | 84500 |
| 1455 | 1-STORY 1946 & NEWER ALL STYLES | Floating Village Residential | 62.0 | 7500 | Paved | Paved | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Somerset | Normal | Normal | Single-family Detached | One story | Good | Average | 2004 | 2005 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | nan | 0.0 | Good | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Good Living Quarters | 410 | Unfinshed | 0 | 811 | 1221 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1221 | 0 | 0 | 1221 | 1 | 0 | 2 | 0 | 2 | 1 | Good | 6 | Typical Functionality | 0 | nan | Attached to home | 2004.0 | Rough Finished | 2 | 400 | Typical/Average | Typical/Average | Paved | 0 | 113 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 10 | 2009 | Warranty Deed - Conventional | Normal Sale | 185000 |
| 1456 | 2-STORY 1946 & NEWER | Residential Low Density | 62.0 | 7917 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Gilbert | Normal | Normal | Single-family Detached | 2Story | Above Average | Average | 1999 | 2000 | Gable | Standard (Composite) Shingle | Vinyl Siding | Vinyl Siding | nan | 0.0 | Average/Typical | Average/Typical | Poured Contrete | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Unfinshed | 0 | Unfinshed | 0 | 953 | 953 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 953 | 694 | 0 | 1647 | 0 | 0 | 2 | 1 | 3 | 1 | Typical/Average | 7 | Typical Functionality | 1 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 1999.0 | Rough Finished | 2 | 460 | Typical/Average | Typical/Average | Paved | 0 | 40 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 8 | 2007 | Warranty Deed - Conventional | Normal Sale | 175000 |
| 1457 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 85.0 | 13175 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Northwest Ames | Normal | Normal | Single-family Detached | One story | Above Average | Above Average | 1978 | 1988 | Gable | Standard (Composite) Shingle | Plywood | Plywood | Stone | 119.0 | Average/Typical | Average/Typical | Cinder Block | Good (90-99 inches) | Typical - slight dampness allowed | No Exposure | Average Living Quarters | 790 | Average Rec Room | 163 | 589 | 1542 | Gas forced warm air furnace | Average/Typical | Yes | Standard Circuit Breakers & Romex | 2073 | 0 | 0 | 2073 | 1 | 0 | 2 | 0 | 3 | 1 | Typical/Average | 7 | Minor Deductions 1 | 2 | Average - Prefabricated Fireplace in main living area or Masonry Fireplace in basement | Attached to home | 1978.0 | Unfinished | 2 | 500 | Typical/Average | Typical/Average | Paved | 349 | 0 | 0 | 0 | 0 | 0 | nan | Minimum Privacy | nan | 0 | 2 | 2010 | Warranty Deed - Conventional | Normal Sale | 210000 |
| 1458 | 2-STORY 1945 & OLDER | Residential Low Density | 66.0 | 9042 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Crawford | Normal | Normal | Single-family Detached | 2Story | Good | Excellent | 1941 | 2006 | Gable | Standard (Composite) Shingle | Cement Board | CmentBd | nan | 0.0 | Excellent | Good | Stone | Typical (80-89 inches) | Good | No Exposure | Good Living Quarters | 275 | Unfinshed | 0 | 877 | 1152 | Gas forced warm air furnace | Excellent | Yes | Standard Circuit Breakers & Romex | 1188 | 1152 | 0 | 2340 | 0 | 0 | 2 | 0 | 4 | 1 | Good | 9 | Typical Functionality | 2 | Good - Masonry Fireplace in main level | Attached to home | 1941.0 | Rough Finished | 1 | 252 | Typical/Average | Typical/Average | Paved | 0 | 60 | 0 | 0 | 0 | 0 | nan | Good Privacy | Shed (over 100 SF) | 2500 | 5 | 2010 | Warranty Deed - Conventional | Normal Sale | 266500 |
| 1459 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 68.0 | 9717 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | North Ames | Normal | Normal | Single-family Detached | One story | Average | Above Average | 1950 | 1996 | Hip | Standard (Composite) Shingle | Metal Siding | Metal Siding | nan | 0.0 | Average/Typical | Average/Typical | Cinder Block | Typical (80-89 inches) | Typical - slight dampness allowed | Mimimum Exposure | Good Living Quarters | 49 | Average Rec Room | 1029 | 0 | 1078 | Gas forced warm air furnace | Good | Yes | Fuse Box over 60 AMP and all Romex wiring (Average) | 1078 | 0 | 0 | 1078 | 1 | 0 | 1 | 0 | 2 | 1 | Good | 5 | Typical Functionality | 0 | nan | Attached to home | 1950.0 | Unfinished | 1 | 240 | Typical/Average | Typical/Average | Paved | 366 | 0 | 112 | 0 | 0 | 0 | nan | nan | nan | 0 | 4 | 2010 | Warranty Deed - Conventional | Normal Sale | 142125 |
| 1460 | 1-STORY 1946 & NEWER ALL STYLES | Residential Low Density | 75.0 | 9937 | Paved | nan | Regular | Near Flat/Level | All public Utilities (E,G,W,& S) | Inside lot | Gentle slope | Edwards | Normal | Normal | Single-family Detached | One story | Average | Above Average | 1965 | 1965 | Gable | Standard (Composite) Shingle | Hard Board | Hard Board | nan | 0.0 | Good | Average/Typical | Cinder Block | Typical (80-89 inches) | Typical - slight dampness allowed | No Exposure | Below Average Living Quarters | 830 | Low Quality | 290 | 136 | 1256 | Gas forced warm air furnace | Good | Yes | Standard Circuit Breakers & Romex | 1256 | 0 | 0 | 1256 | 1 | 0 | 1 | 1 | 3 | 1 | Typical/Average | 6 | Typical Functionality | 0 | nan | Attached to home | 1965.0 | Finished | 1 | 276 | Typical/Average | Typical/Average | Paved | 736 | 68 | 0 | 0 | 0 | 0 | nan | nan | nan | 0 | 6 | 2008 | Warranty Deed - Conventional | Normal Sale | 147500 |